{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU",
    "gpuClass": "standard"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "4Pjmz-RORV8E"
      },
      "source": [
        "# Text to speech generation\n",
        "\n",
        "Text To Speech (TTS) models have made great strides in quality over the last few years. Unfortunately, it's not currently possible to use these libraries without installing a large number of dependencies.\n",
        "\n",
        "The txtai TextToSpeech pipeline has the following objectives:\n",
        "\n",
        "- Fast performance both on CPU and GPU\n",
        "- Ability to batch large text values and stream it through the model\n",
        "- Minimal install footprint\n",
        "- All dependencies must be Apache 2.0 compatible\n",
        "\n",
        "This notebook will go through a set of text to speech generation examples.\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Dk31rbYjSTYm"
      },
      "source": [
        "# Install dependencies\n",
        "\n",
        "Install `txtai` and all dependencies. Since this notebook is using optional pipelines, we need to install the pipeline extras package. We'll also demonstrate running this pipeline as an application."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XMQuuun2R06J"
      },
      "source": [
        "%%capture\n",
        "!pip install git+https://github.com/neuml/txtai#egg=txtai[pipeline] onnxruntime-gpu librosa"
      ],
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PNPJ95cdTKSS"
      },
      "source": [
        "# Create a TextToSpeech instance\n",
        "\n",
        "The TextToSpeech instance is the main entrypoint for generating speech from text. The pipeline is backed by models from the [ESPnet](https://github.com/espnet/espnet) project. ESPnet has a number of high quality TTS models available on the [Hugging Face Hub](https://huggingface.co/models?library=espnet&pipeline_tag=text-to-speech&sort=downloads).\n",
        "\n",
        "There are currently two models on the Hugging Face Hub that this pipeline can use.\n",
        "\n",
        "- [ljspeech-jets-onnx](https://huggingface.co/NeuML/ljspeech-jets-onnx)\n",
        "- [ljspeech-vits-onnx](https://huggingface.co/NeuML/ljspeech-vits-onnx)\n",
        "\n",
        "The default model is `ljspeech-jets-onnx`. Each of the models above are ESPnet models exported to ONNX using [espnet_onnx](https://github.com/espnet/espnet_onnx). More on that process can be found in the links above.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nTDwXOUeTH2-"
      },
      "source": [
        "%%capture\n",
        "\n",
        "from txtai.pipeline import TextToSpeech\n",
        "\n",
        "# Create text-to-speech model\n",
        "tts = TextToSpeech()"
      ],
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-vGR_piwZZO6"
      },
      "source": [
        "# Generate speech\n",
        "\n",
        "The first example shows how to generate speech from text. Let's give it a try!"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 334
        },
        "id": "-K2YJJzsVtfq",
        "outputId": "73a60578-7b12-486c-8dd4-307a7202a892"
      },
      "source": [
        "import librosa.display\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "text = \"Text To Speech models have made great strides in quality over the last few years.\"\n",
        "\n",
        "# Generate raw waveform speech\n",
        "speech, rate = tts(text), 22050\n",
        "\n",
        "# Print waveplot\n",
        "plt.figure(figsize=(15, 5))\n",
        "plot = librosa.display.waveshow(speech, sr=rate)"
      ],
      "execution_count": 61,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1080x360 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "The graph shows a plot of the audio. It clearly shows pauses between words and sentences as we would expect in spoken language. Now let's play the generated speech."
      ],
      "metadata": {
        "id": "ARFO5J46SJyj"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from IPython.display import Audio, display\n",
        "\n",
        "import os\n",
        "\n",
        "import soundfile as sf\n",
        "\n",
        "def play(speech):\n",
        "  # Convert to MP3 to save space\n",
        "  sf.write(\"speech.wav\", speech, 22050)\n",
        "  !ffmpeg -i speech.wav -y -b:a 64 speech.mp3 2> /dev/null\n",
        "\n",
        "  # Play speech\n",
        "  display(Audio(filename=\"speech.mp3\"))\n",
        "\n",
        "play(speech)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 61
        },
        "id": "GpNhbItq3QGL",
        "outputId": "64f27680-d71b-4006-c63c-074c259cbf46"
      },
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source 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\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Transcribe audio back to text\n",
        "\n",
        "Next we'll use [OpenAI Whisper](https://github.com/openai/whisper) to transcribe the generated audio back to text."
      ],
      "metadata": {
        "id": "bDxW-tsCELob"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from txtai.pipeline import Transcription\n",
        "\n",
        "# Transcribe files\n",
        "transcribe = Transcription(\"openai/whisper-base\")\n",
        "\n",
        "# Print result\n",
        "transcribe(speech, rate)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 92
        },
        "id": "-KgYwAQzFVll",
        "outputId": "de6527be-00cf-4ed6-93b1-2e4344880553"
      },
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'Text to speech models have made great strides in quality over the last few years.'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "And as expected, the transcription matches the original text."
      ],
      "metadata": {
        "id": "lmKDL32ySfXl"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Audio books\n",
        "\n",
        "The TextToSpeech pipeline is designed to work with large blocks of text. It could be used to build audio for entire chapters of books.\n",
        "\n",
        "In the next example below, we'll read the beginning of the book the `Great Gatsby`."
      ],
      "metadata": {
        "id": "8miGM2xKSkq_"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Beginning of The Great Gatsby from Project Gutenberg\n",
        "# https://www.gutenberg.org/ebooks/64317\n",
        "\n",
        "text = \"\"\"\n",
        "In my younger and more vulnerable years my father gave me some advice\n",
        "that I've been turning over in my mind ever since.\n",
        "\n",
        "“Whenever you feel like criticizing anyone,” he told me, “just\n",
        "remember that all the people in this world haven't had the advantages\n",
        "that you've had.”\n",
        "\n",
        "He didn't say any more, but we've always been unusually communicative\n",
        "in a reserved way, and I understood that he meant a great deal more\n",
        "than that.\n",
        "\"\"\"\n",
        "\n",
        "speech = tts(text)\n",
        "play(speech)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 61
        },
        "id": "liLFTAAvOWpi",
        "outputId": "b78679ba-6f91-4d24-bc11-bf7022a3f69c"
      },
      "execution_count": 57,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/mpeg;base64,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\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Text To Speech Workflow\n",
        "\n",
        "In the last example, we'll cover building a text-to-speech workflow. This workflow is no different in that it connects multiple pipelines together, each of which are backed by machine learning models. \n",
        "\n",
        "The workflow extracts text from a webpage, summarizes it and then generates audio of the summary."
      ],
      "metadata": {
        "id": "NsmhYciqTAX6"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%%writefile workflow.yml\n",
        "summary:\n",
        "  path: sshleifer/distilbart-cnn-12-6\n",
        "\n",
        "textractor:\n",
        "  join: true\n",
        "  lines: false\n",
        "  minlength: 100\n",
        "  paragraphs: true\n",
        "  sentences: false\n",
        "\n",
        "texttospeech:\n",
        "\n",
        "workflow:\n",
        "  tts:\n",
        "    tasks:\n",
        "    - action: textractor\n",
        "      task: url\n",
        "    - action: summary\n",
        "    - action: texttospeech"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TAv7XVgzHb_4",
        "outputId": "9d56dc1b-5f99-4002-dff4-ec34a68e7e1c"
      },
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Overwriting workflow.yml\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from txtai.app import Application\n",
        "\n",
        "app = Application(\"workflow.yml\")\n",
        "\n",
        "speech = list(app.workflow(\"tts\", [\"https://en.wikipedia.org/wiki/Natural_language_processing\"]))[0]\n",
        "\n",
        "play(speech)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 79
        },
        "id": "_dmQZ6i8IDAA",
        "outputId": "0a04af2c-f200-491f-c306-35066d453de9"
      },
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source 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Kl2ZCrP7onyFUxDnY4uceKNpKdyhcJJjgTW8WFwTKh/9tGlg1cn/ydadB77+3////9Vqd//NAxAsUUjKwAYIQAP/iSQIMCFKVpkMRmMwUM1GSMPFCRndA52EHijMOYWVEMIDBynPuJVHYhXMvuGQlq4nFj6pQSKW1a3CJ6y9/SbUor/1f5OaVG89Pz//AAGEA/+4KLdx3jIIeft//80LEFBhqQq2VjygAMfI41vvgQnTvylPn8hW1qxpKEpV7jauhRUgfFxcepXEMqjSHUPKVFihKIZCC57nZimZUd+ahh8z/ECFkGo5zfFrzX8r8H3odP/6/+HzS4/D4Nky19f7WD+fjWKv/80DEDhZh0sTLjzgAG2Pcyo/lc5W22//9OldzUpKmXlUKRsSHWOAw4UE1WIxYuNkoejWNGyGvlIrVdFdiJIzVil3SHm9Syrv6gRYO+la/UVUUMhj/kW/5eswBqv8WNIY58XxBShrW3v/zQsQPFJH2yn3PUABglCfe/qCfIbrqWkBMPMaKj4CICEVyQ+IgnZzo/XlBCdSALGxGhMck1RZa0hE07/ob6L6t6P6N/6P5T////Rp0aMzkqsAlZvbJykRZnYUAd9PiGii190OQuMONSP/zQMQYFAlOxnxTzlTlzxFllRAMlfYJmj4qoWPTwgNfiOJKcgrzkHDtR8NiSnHHeqkj3iHEz1BH+s1////5AGpptxiFj1WgAubdhbd5wZeGSJB71IsD+d79bPmR4xwCcsEasFQwE96O//NCxCITaNLCdgvEGFs5eYwrUIDGh8yhKwiFiQTHlUNT2OXlgKGRLaHUuPQkHf/8ic//4lv55VlCDLwzzP25okKUKYkLH1id/G//T+TJU/2//BNp1yKfOjkkAzMnkU+q+x0YjSFHIdBa//NAxDAUEzq1hDAExVXhzFUzOSdCkY87oRJ3JyP2p/X/uRv+QepzuEGD1p2KqpLLbvTSSse/upFCQcnc8ddm+GUJIgIrxlQxw/tFyQlp//TT9NcWWkFInBabSbmJOGToIgFwl2ZVawn/80LEOhPQ3rZUeMzMugq06dVWEhs8Ilu0dvq3N//V+LP6amoXLiGAYIVKdgI8Ssr1NQSDSQ9aBasOOmCQwomHWui8klLntKkV28yNXb8QP9hwFg+qtDokDpGoqnCcQjGZSGCiI8FxXZL/80DERhRg3rJyjlg44u5nf0A+a//KHB6aL8SAJf+f1xg6pdWs44eMEQuU1yJpQKrT7u3lpuZbvakNs57sVE0Z4muPLOl3Ph0W1qZ8g9xcAEKhqF3Vc9B7ErlAJ6m06dQVizzwhBWIqf/zQsRPE0DaoRDCcOSAKuwAD+VfmFBFXd1MI6BUasE/WQ9jJK5Y+GGbXxLq1cZzF+PRdsT/TMpDrBW9jjtRKXuPTOHLr/SszruXWj9UPUjO1Kl/8vzP0CkhONXc+SMma2/geW8sTQIlVv/zQMReE8n+oZ7DxJlEsG04oUJ0jQsPLbsbXexnWtsB2ahVShQFlf5Ssqf67XayZfzayGcMEgaLf1UNBUElFul1eYbacIrlgWRceHMzW1oIKOQBt7DViiGCQkgK5Q4lRMVaqUSxH8Tp//NCxGkT+Y69vkjE6hIw43c2Xju+1xT2sX09IL1nHKAsHXZlR7gWUebVHtzLCYeGRUwF+OwVf+U7v97Y3G9C9f9/8YW6HK/AySyAD/k6JAYGfkodz0SSo9A/MPcuw8gnM5fzDFqQWDwh//NAxHUUIOpsvHmeqRMME00yi52rPmc2lEXIqX3MbJR1Z7HLESGIHg8AgOaFaCrMWqW52W1ytA1NCUrkkkcksuoKAAx4U5aCSkIR8BEczi66M8WH7upOkfIRtnIxQnNSJI/IDxEnGE7/80LEfxPpto2fSygCFKJRKR8kIB4PCQQoqjQqFf+hjGEjCIJh+LI2JALRl/2cWCMnUfuPwvSURIJCUIUkEUQ//x+4/Pnnyd58KggiYZDIQhMFssLQ3HxN//7Pv8/fKkCR4885ChhPJ///80DEiyV72ppdjFAA//+///xbJkHwqEZ3TuIh1zABlQ9edIiOSk4hgEgCMr7rBknayaBChmKXzrImetFNDrDVWwpOJHi9ru7K9VLM/gsxl//w/l/5be5jCAgUxptrYHqjSs0vPcpuk//zQMRQJVMeqn/JSAGdPvxxHJa4V1NyrZahN0G5fVcafBzCyEMGEpRQFmUc4wmxJVJijyxxAyTGF5MyNMtlyIwWgRpJEUQ+eeiZcn2pDCA0muMqB4hqh5qPEA1GtPLy7eF5W6cjZ9WJ//NCxBUZWXa3HAMMEEGNfdOMTdAp0thvJTQnRHCNLi28ROrSZffIzWUPW2T87btfZzuzaz66PNth0VsOnkHotEpYqQ49REAi5gkSEq5a7OvQRTu0gVOVFTzyLCSh1ViFV4aFSNJMCDYZ//NAxAsWKIbvHoayIjGID82l45Rqi99FEzHLFg4w6j0t8acJwsgJ9rUYomVtvMNvR0nKkYlAQcsHzhcHwfLg+HyhwuDAnlC9d5/7sMN2+rKaf////+IHIeD8cn+wt6hnxGp5SibAXS7/80LEDRdTIsjKgYVtl01nRxjNG3NzVtb/+gu+gu+ZqZJ5OtfKBwqZ9lIvPPTRauemo7e2a2uyGzjbGzhRC2lth21+zo6kVFsIK9DMn///////X6epmshxRFEgb6Wqqrj21lSKcbGuCpj/80DECxXrTvZeO8o2Na9vEANaa+pUJSsWfsJ4RPVBoAEvM/mP4kc9jgU9kGsfxI/UVO2UjeYnVvX5UJjB5GWpfRr5l92Xv/////t9P/tL4iShCM7Hys6nOK0HjtXp0gCyPTDSqanhvP/zQsQOE6m2ynRuCjgwTeFlvxDGFSCns7/3323z867Ipbh2hbMQhTdArYiDVnPZ6scBn7hQ7xb6/N831bxY2dzOd2f/7N/+/O5OLhKsioHTQSkOfPq9chMWWr9DU0TpLTVpHcXDFxK2gv/zQMQbE5m2qRR41NBVL82KNt/6qWqqVZtR6YXSIoJQ8FRDiVi5jSIidqpv7c79PRx6oTDTeJQmz////9HOyPI1FCt2uH4XD+4JtnlWZxAZEwnCxU3a3i7Y1qZFtLOhnJdVdL0GNmiR//NCxCcUagKdt0koAI+Ex4imZRZWNV/VHWr9dFZNznGiIoatWqlWKl0VhIXIf////MsJSVwKu3oZ2xv3n/378sDOvAuGJARMxfRGCxqldquykUDPb5oUHI3PULFSCFP9hosfkhxtJA7a//NAxDEgGxKllY9YAfph+HlShBF5KPFIJBqSSYwnybFiJoqefKPEoVcN+Vd1xso41sutJ6Oawi3/v//nf1s2dvunaSp6kWnVGu/////+//Z/ff3DpdLdrDVheeS1LkAXIoOD/18wKEX/80LECxSxlqUX2DgAfy19VVhRQCqD9Q+1lnLCWHKBNtadpShQWIY3hEAIAuROoxV6KPo6XTR19L7aPIuendGOZmZe//Ufc8sP9fQdS1v/////i6BVgQfm88+4GxZFyXJLLk5gLwAmFKf/80DEFBP5mqT0eYSWLCNjZQM1q5htAxL7/Vdt4MXksaXLLUvb98xjb1KUtDGbR80pWZkM5XEGNLFDMSgrYeGFQqc/////w0vWBRuNNSAD+VIgVLP250ZsRSJSqesu1BFalrS+k7/0uf/zQsQfFDjSkP9YQALskUEt0qBDq9FjllINum5NIiUgBgZDaQdOsAyyx7rcKhNx4UCAVX/BUYPjETq/QtWoO9Cw0yICYCCyj20DS0EYKLOe2Nxwt/KjBQCPFpJhfyUJc6CzAFw5kmZHhf/zQMQqHhsWkAGZaAAiibdygPcwHUvHWNfkoZmqSDJLR/61JLcv/RH3/mB48XzA2Y3WMOYCdk8kyXUn//qnk0EkU01Myd1NTNDVmV//+p2+9BbuYf/dKdUe/8BqSECmAABB/1sn2Vjl//NCxAwUQX6pndg4Am1mmhk7aWM60PO0W3UjjrsOOdlqsz5loBweeRAw50YauzyvRFKDYqh850T///+acdccB+XeomePDco+jdTn6m////1PlpyCZZ6QVhR/vK7F8eQ8i9NwE/TNjMDU//NAxBcUEaa9vnmFJudUwDIjX/KjtyW7AS2a2lwW5yvIyPr8VpMgakFZ8Ff/2//zeCN1bU5tAB6ne6QPf0WRf////ws8murshO3/sFgUUB2RIhjQVmMgVkpjJ3Fu369VC8x6CzLIfhH/80LEIRQw4sW+E9gaQigTXssmPbfq8CRMl6/Ez9/43W7MOVljhT8SYblicNB8RE6PuUFf//////Ews5JOAQiSctzBgAH3GAtUdB1Zkd+TITOY6kXAZdOMVInmvpvM9vU4TlUeGHysGIL/80DELBPhmrJeBgoewkSp1ZRdVcTSjFneVSvMzI6G//pflM767zgIDQ0NbsqZYIr6DOacv0Jg1HwafivLqicVf6M6C5SKeOElbovui/l1OdqGtapNPhAcmou/Ex7EZWaipvfyJ09T9P/zQsQ3E1nq0b4uCjr4mO6N1GFbT//cAHTXq///SLFMGP/9FYjAFLoQMM/r6oQ4qGM2AZJ6SE6FtGt/nB9//kEZfW5nJqBCyVET9gazK9M4FFlco2j7J9vb3b/+NN4cHcQF+gF//79g0f/zQMRFE6H+wbx7CybMkTdTt/////6VjRgSUuhDYuHzTI7AWsV9CKhV5FA0KQBGvqYeRf2WLteelWYMI0UvqIKmcyEiEYWwMS1q/+3/tuVvN5n8U+drztYaiE7////58+8ufqWhAiMh//NCxFEUYZbSXnpEeiUlGWlNxsWfCE4tKkT8pEZq/0q90sCKAqVMm5Gf5TimkZzGAW5iKdpzbq5F//KVEa6syrI8xRf6KET4cEICMfLWnv2f+dLCMaIn/TcqiRRaUv8evwH9TKns1Bqj//NAxFsSyZawfgJEHgm3hGAcTiMsGDrfymr2EFCQSLtp+5izRJ+UOv51YX/bXs/zndCE/znMQjaDHFCazKm0+i8VOd5ZjIS9H/4VbVWNEptPf2fYAaqFEQJKMfbn16geBOGYB08bvHn/80LEahOZntZeSMUq9XMYhXtv45efYXGC3spJXO70VW9/obth1DmGRSOklkYYAdgrYtzkHJIlm9P/pVTgBQZ0PQqQAB7CY6KP8wwZ0zCwvQJUWGF30P3McYctS/vvHQDEx51nJXuJDxj/80DEdxPaJuJeEwRetXweLkIOOn8lXk/pI0n6ZLGnfIRGX///9+pHdpGi9/////6KAfqOllNKWs2cYf15AHHgFBXiDxRERyMVkTY8hdrQXlKXofz1xhjtpJOnHzAjOaeLft/tL0RtGP/zQsSCEyI+yZ4zCrI43+n27h+r1bufyf9iaMMtKg/ZTf/////////86KcTCY9F1Q66pY5YlYBh/+3nVQzlAxkehAkUkem2m4Rx8ZCEgQrTDiUJvdBB1qpgfBxU3Q6rnk0qv+nzerdBm//zQMSRFcti6l5Ki0KnmboXqIfg7oimaoGH4mzVZ2In/////87Qac2XqcScAwmenhgEwjoSUDEJ6tMVsH+plzh0L1+MHqtCx7+SAibENYa3X1M+hureVVlYjSlZSllvKxuXoaLvM6Dk//NCxJQUsdbyXnrEfgKaLDyGYo//////iMYEgZUChgmjQAD99oVZAUt2I41huZtRUjNE0tYNqGXguQsbAqNs1OBG+vKBHCvAZqGTOhgqPZJH/zelKt5AMXoZ6s72p1dtBFtUEVW71K5x//NAxJ0UIc7NnmIKshlBY/UqCJIAgF/x/5/ARMdl0VrvIHIWZL5XNkYzPZlay21VTFbeubyS8OxOZuE6CjC8iAUCi7qdF1kxgcUCgyBsEz93IcB4Seky+hBkvZApSVvpX///9ff/zb3/80LEpxQJ8poWwkqw/vVxy//zfNkKKS+7IND8aeQlXFJApUKDc4Ukws9E4yD34Dg0eCgFgkEQFYsAoaLsKC54kDybIU/m4otjKjJUlHSBGCZ/x/61JVbpSn5RVTcwRowXeT9AAsgBuF3/80DEsiSzYqGWwlCc3jtThEq8Wb7+ax//4//q2Te0IfYpUZx7oyIG8zLiunz5ycLPaMUt6XoY5OUWaoqFv3+3/vQyjTh0g8J7Velf+02milf6ymmqRdH/5dKGQzla8xoj5UAhonUBCP/zQsR6Hdsmtv7Tyrg4GH/vVIVjQ63GUuwdw7cWsSlwkZbO4uy7o3P3EWrb1Dbo3+IE9PHcyc6o1mmBRXOHiGLmbFKJ8K20ELXoc3yzXoNWvLNVYFBcrpJX+6//+dr6sk6BQtDuKhgNtP/zQMReFonqogrL0LV1DwFVBcWAwsqhQG5SlzGK7VKv+eoU4hC4vr2PQFGblxvRVR5br8v/wRutGPymyBM8XiWJ9dk7S6lC/JOnDIbWdPufJ+bxtp1aYIMpb1dEP881Qrz0H4u3d9n+//NCxF4iW264RihfHiPilj4JwgTOJIwJk82VVn4lXIuCqVBPxc1uE4k8VpAzzVynG4aImZxv7w71AKwASQepdVbVxbb/////t///XRDGUE81fvj/kpuRJnDooMtZCkIbtJuH+Vfp9pdd//NAxDAf0169hhJZqTmjh0k/O5XbvSDJ+z5WcUFIBjx46dmh/hLP7k+0C8Qye0yww5AhVcbuQDy1bFMdzM7Xvls7FBZQiZAhKV5PEgSID94lzCb1J6o8XmYlxnbVF1k3+tDA9/hKQJD/80LECxY68uJaQEz/s1x0RbrXdLRPePSNdkQyRlgOoCF3f//80wr///+v//G/Z6L8J+sp4uzCB6ffxCDc8cYjU2Xcf9n3+O7aW+2Ug25d8/fFM0SWLv1wlQuuBXaGeIdtq1y0QWWNEEj/80DEDhNw1ucYAYYOwYCFFIHu10P0U8vO1geZLHERRQQ1mA1/g1IBZ/9jHRMQjCY/70qlcJKKCM4USfcYpyJhj2iw1Yut5BDnD721Lhvd2eHbetHaAiZIfLTqJlAdIb5NbYMrmJGEBP/zQsQbE2iG3ngBhhKh1g4NlgKDLjqC+xHiEVH/YAEi6/KgL/9L33sJgiBAkXAYgUFgQFFclOgfFCTaEWuWG20bb53h4/rTUR1hrIuRqYeHNguCtWStEcVlWl67ibBKng6I2IDeelm+WP/zQMQpEiC+2ngCRg5J+UFmeDNf0eqGnRKdeSiU8KmAqI3IO4K4NTx32K6Y1RbLdttrGlktToC6N1AaItMwh6WfabZylRjwQIzOc7uzi87oRNlOdaVJ0EN/JfU+f/ZrHfv9Cej/fZyM//NCxDsUWqrGXAGEHr+1//1b/a9SsHIkT7XAFRh4x4Fd+nHqEsltotttjYH/zlTiFjjOtkiP5EMUCsTj1QQ39znQnX/0JPU5w+PIRXMADc7+cxCZtwQjGNWYTtr8Nmu0O1/rTxbkxEkD//NAxEUXyi76XnlM1uQSOacjZm1uNjXJE7TW3HbtaIdOm/JEv//O1QpJJJJJIv//964hLsbW0lQjUDxnHEQnGgwLzFQAdWjAI/U6eE/dy21EOh83ULx/Bs+p9hfi79o3y79ENdAZM0H/80LEQBbRru5YwVjL5CM1KytocFtntqne+1aOx1544c+c+kPpRD5cFZM25dp8yEY1UwwaArxyC4yhHBrV+rlKJWN96E6WN7pCB5z7zi5NJ/BhNsDPztfNv6+CM1xq3BROgoTqQrwffH//80DEQBQx8u5Wi85+/7+nyj+n1+U16v///szP37kEMIB2iCQBIPixB/6hDDkRrz4IEMdCos9SBkMt9NYjojdqqOALDb1URSfKhA3FIFG48N/QfJ8eG/UdLPljkSaTkKn1BV2+p0Wf///zQsRKFAk6zw5rznD//+Zdn/QqDAgMtRDg7oBsE31DIAGXbA0OCbf2whYRNrIwQjdCEOu+oLhJxKCnesKIIPVvNZ+QhfCwz0HxmJMN4KOl30YjfJYLHJ3///6MSvqyLoiAFQFQXuxHn//zQMRVE5lCxkZT1KT/gqxAr0owiTBZx8eIzACm2elBGz3cSV+oYp/dEYwUl1IgoSpSDmwmwXN9tdmSHEylURD31GR71J4VPUb1APT6k2oZuoV2////BTCVYdymIjlawQAtJDgovcU0//NCxGEV6ga6LHtE2DlD1mF2KQXy0ArIdY8p9S4SBX5zjT0vcPOMrg8aatQzQuFjOqaQrdeb6FSE1GAiULMdcY9TfkfnH9CRBOVGhnHnxDo////bndux0q+SNkBcJMviB4f5PAbrDSK5//NAxGUVgdq1poPO7K5G7ndBsA0W+PEqXBcSzDB85NDiWjikSS3fpHUbqaNW0URSJrdvR65z/+h3OUdI6wDET1Fg78FtpENna06//+RTJQ4AUeHw6jQCBgGTDfWYEMEGBbIkmoEVKJP/80LEahQ5ysW2A84Ot2WbNZEAUzqiDkaawr1GDhUhClFW6FboxqxhxrbFansR/1mQq902KUp/kmFrgUIw07//+v/16UJQFlIGIoIqQRhMNhPsGzYYBNk2Y5RqZWqZPj/N8Y5xmypCCDP/80DEdRQp8pxfUygAQaQvJrbs6Phok+7gmrTZuyWGBuSypfolKUxYvNEA3TYYtQZVqDuc1it7NcxNyjZ7VJdKDDd9rNeyKL+GlNpz////nDc/j/fT7iipM8PRsLlXgmjvPuKf////+//zQsR/JSsKmbuPWAB9////48HFDcmNh6DDNgZBz///gtD9pkk+2ltrYFG+UBtqUiWwz0FUbUliuCYkWJ4mVlE2LyoVUq/tjKiGP59Nh7nG9A1qySXDS6JJA+OuWIGR5rnnR3j6sbLARv/zQMRGGenC8l/RWAI7jp3cqepzys8d9NM7f8Ve7OPESBE6nf/////+YSkmDiDCAaFCh6h4yixcPHcAkA8HzD+AMDTfyabPu0Cc/8hTs+cvhBRtRNvrmCl7uWjAbQwKLCz1g4eUBcl6//NAxDkTsRrXHgLEHIRAc/oBpinGL/////RtNMFmvHCUcA5CgXWMqWgUVDg0oARLCP1s4kKGm1TeDdcGJngospYbzLCe8KBvLeLImAL6WbWuVj/6G0BildgaNiIkpHqyoandMidVUPH/80LERRQJOsceU8Q4Ee////+eiydtYaVVAQwV8SFTADKoZ4Nq1aXRglmh827e3JUwj6DHGC21u3KtKyCRSvdeCQx7GBl/2qXvlk4Ed7GjM6dx8+MLNwmxB3knoYsXEbIOETB68RHiK/7/80DEUBQhOpZWBgYcpQiU41L0sA/u7jgGApaeNxyXkrVWsUv3IAWvlZno266nu36kwAUEo8riWNEvH2ekl6fUi3dGuYphV9SwodzYFR5W2SeJECE6keYPbP21P5xFP/qVAAagktyib//zQsRaFJEuobdYOAIKeS9TVxJRswihMXLDagEz4LNVFzDAAEAhiwKZSKA0zB0QDAkIMS7jgbAN6AohLftvYXCZmkzfCunUT/GM4xeN1S7vhR7vRnVup5dyQ5kOPIxGyGNREniLCasRXP/zQMRjIbGaaXGbeABzK48jqza2c5pq1Kxrf7/jSvnLFkihx/WS/ff/5H//7v+z/6VgVCQWC0Wi1UisVi0FDJaGnw09TlU0MzDeDBJTjDNzTopn4lg9GG0zRQuYKTN58uGiA8x5jyCs//NCxDchy36+X5hoADp1IaCEo0N049zEkzczE+dkkk06Kb9Zon1rLtVN2u2hqVdSFl1MhL6kPoNQQTTQZ2UmkhWitje/f//26b/rr6jE3P//9VBv//yWdZ1X9YoKKtsIN/XpbcLx84uF//NAxAsUYz7eX8soADBk8+DZEjK3SR5E61YncwwREjZbyqHRzkOJAY1WM7aGf/o/Gh5+Vv/+rdFbiN8RIbp8zpKhvK3/////////5d4iK2kDx2Iq/niMttonGaJh3W8hJlPMAyCeJlH/80LEFBP7PqEeCYQZ4RZFx6TP0lMtSupHDuRss3sXRVchpSqyG/6lL++j0cqKAnvrQ3zFZEeVkf/////////8pWlVqKWYK8VLqddkSdslAE+mw+Kh9i37nARFRNRfFX7roFzLLoAlM7L/80DEIBQZrqW/TCgCLJAyLkFRE6FURXREzZugeMeIHdQoVUVUpbG3/03JiQkaLAgF1Hb61nTYiDvrqwMhagRJJFIo2AFDJJEmBACP/X9MJrlu6xsuoOGjGFaR0nTn7ogDhHQcPMpnyf/zQsQqHmLaul+JWADomQKG0pB9BNM9/gDJHG5bVc18//93P/bn/X8VbdlSg6or+XXPFbK2V/54xPlyITXTlNeYhL1IlKL5/////9lP7+Z+X59f9iv/WKHD/9wqmrvdbY1NZJIx/qego//zQMQME2DO5l/GGALInN0E7LLY2Uz/c2WzuHOn32SdMzKKGBkHBxIkbUGzZUQxhR5pR6gfOLKHM4sTsDxZCUvHB4rESc55BP/4t2XpboqCv7YH8HaRzV3igxOOvMkcI7sLfquT6kG5//NCxBkUYaKgClpEXFFip4ESqrDlNbCiJmbcj/+61qx2R2Q3r3ayMEUUAlASh08JQKR7Kxy5GJSojaCxJtn///5R4SbUuhJaKwBACM7JASFFnzu2aOWDRw0zJ8rsoNnUKnQC/vXwTEYa//NAxCMT6Lq2TAZYGN9HG4OABCW4wnBoCBNPq0g47qfHE7Q/4gORAGAsJwJ3rC585T////////+TRf/rI0w3c/6P8ZsXHuBUJKrZvyYKqND3yeKuj6mwk44TxjXmKMYyijftoGMbd/T/80LELhQJmrAAeUVAt5vc2igYwo2Bs/IXoIFAICZAAlE6K9P/////+3D7YfvBBiqBFikF5gKBsa4egkvBGEa2DEBJn2eJsXH4sldMS0ODpiSB7MtZgQkXx9Pb7eCJ5SeFP7fR/MTocnn/80DEORO7YsZeU0R9P/k9D//////////+h/Uj8qE5TE6jS1IDoEEfFiDkbUJqDk6wNwSRoti40i7z1jTBjAw1qtUR5/MB3Arw8NShTPdZu3o/TV6aHWVL9JvUn5ih1mJg5QSdW9Q/W//zQsRFFCmiuHRr2qj/////8WPypEqCrFLVQiKaguGrI8SUuaAz44UHRQsAa2wWB0T6EnpHAsLuo1I+D0t5reb5W9S+hvR/mfyt5S+rej8pjskoIV3KX//////m7qZ/3R/L5gpeFHVeDv/zQMRQFBtG0ZaBxJtVCKDmAw32gETQV2HaCkUbdBOtdg0ghHD01cPv21xUTLUmpfK8fTCvHTdzVrJton2Ul3dAahBMQkmqArkg68rKlQm5J1Fry1f/////K6npKkEVPwVcuwA9q4tI//NCxFoTuMaYvg4YCKmf23M5Vit5lrsZzTfxmb5wMRAjQFLrkJI+ahOnk3/upi3ITW/mocciKht5cmZDlqjnIgvNqzHWR1ZDucXPhpHb136V0DZIyRySSRNtyCIQCAMBiy3SpK1pig/L//NAxGcUMeayP09QAkZYEYUOi48kDwgcMCMPDhdxLJyJppMVsaJbMTcfW/jh5ZXcxDiH89DENG4sm0OQe/6nj43PNJmCWayUHSh5T/+OEChA8IwD0Et3KEEJioamj4khGMjo2MH///n/80LEcSXzyrpfiTgBUH5MmYQEsbu44QIPiljhkedxS7DwnGoPm///7iILBLG5P//uE5Fiv1t1surjqjixIKnALHtNKh2VwIKHtlMtIjAxn7KU5RhSGUsYqjzRY6t1RS2//3M6larTItH/80DENRPhyuZdyCgCaupSpKzWKodHGTzfp3shM3kUv6P9nloFDUGqBpRBrTVKWZGGbGgVBeuZUcnrIPEYUx4F8KGnrM4JgcCX+U8rf+/xmhfGI9XPzqO7xHcOIwhOOZ+WWfE/d3juDP/zQsRAFTlKsvQGhhgf/l7YYQfcb/rAAy+h/aq////9iCf/77VTeJAdFsIJMfTGJSVikLzoImTML2AUbUhzNBZrV/jyfWsyVpZqVj+tZlImnzbEHwlTxYttqxb281FaHGF7T7Rwals8F//zQMRHICoinADD2LQVUovbdaOEtqy+4/SOsL05BYzp+ls2HQ9XuPoMVoVcL23bu5M0vHX218Dt2AYJ5LJ////aQYCRxJxCzwrv+TCKhj2rY9R4IYxHVkCk8zYDMO28CguXs+D5Nex2//NCxCEUWT7GVnsOPBNWf+5732V+pMjoCwkdnETenmHPp6jx7o3Uh2hZcEnhjdJnVgWUTYr////6HlGSopUMC7SAVBGdQoCzSHqeeCIwmERGEGpMUEi91ph5NbnRW/bf6re8rH07Dyq3//NAxCsTuT6plgYWCHfLT3Uz/LY9zf4NrkcNfrxC4WD3WGpVzgap7////9boNVA1JkYEf9a5gQZ9wpEdC3o85cYYd4GS3sKW2/2P1cVcN9d1cfbMrMUV6IpvwrFVorzM2kuVWVAsMQz/80LENxSZRq43WBACGFRAGEpR9iulo5iDp7TjiJsd/////04KlSqR9QAS1HIJJHdY5Y4AABOGnhZBhtZsZACAu0TVnP2ylnrejQKzER3BG9lFF6L8XU9ILc7ZpGBWvP/K1HWr4rpiLo//80DEQCPCKoG/mXgBaRnJzOWdWrKWF6fsjEii6m69gHikqodhRn+5YYk7pKuP9XkjHqHXHtLlP1jW815XzxeYcYjuNFzCmSaoiQIEF/j53vwfP87195/8YzfVZ7LdpdrsBdttsNpm6v/zQsQMFcji5l+MQAIRDzHa0KyPGVguO2LrnorA5MzEtYyoj//9O0iriiiq8gmEickia2nX+okzod4ZqAYQJgTTd1JFSBf6RQny9QD/UEDoEB0Cf0u/5wuqCjdtotArh/5inWwz2jtTbv/zQMQQFCNizlvDOAPDpdP/69bVb/////76qj8+v1oa+t0b9f/vu3/RvT/P3d7Xa1D0q+jlzRw1yZ4kCIFxGCUEgeD4iETEPHI4PjhwqgaGV4eIf/hyBURwTsG1aUnVsHIryaKQoQzB//NCxBoTSU7jHAJGFnvF2QoRU4hC1CvEiqXxPLvxfzKFgz0gxz/q3B96v1TTc76/lUbkPTkplJ4ySUPYFKCKjVWOIu2ya2NGWtCABhsluYcde7FXyWZiO0M5cFom7oXCc4IBihCBECix//NAxCgTiTbWWgsGFsIFpGv/+f7xNEccQbeFrWmM4tbKlEgFd/+qJVDv/ozw4t3iKp8NKgk3JJJJEP/86Bg7+xWWyUCIbGy2KrDhG2oQ04qw0FubEioZ7fwJrWo8fPZpyfk3PpRQ0er/80LENBOBPsJYw8ywRhjbiWf3/33OzTeVCJA+UwGZIHCPozkuxhgANrTQ/95Mgba/WesUGmrZzj7UA6HEij6/gKiZq2oxhjVxTJiFAKlW2RECIpWUpV7/KkSMHiwMMFjHFS6t09qsiyv/80DEQhRplq2QwkqUGUSDx79dT1Ay7/////u/XYAg64TFJrHBq9eS70uRk6mJ5gKEugYRGclogV6IY350FOkxqlM9Nf/lKVlAS9dL9vMYqlbNiirixEyp4dH+7/S4Ko+KNd+4wKuIuP/zQsRLFEmiql55hGjaxczZJMWqEPCptE+upRKLDC3mosodGtadWvbFjsxJTKl5fqpR3ZFZjnon/++WvNZL9PL4WUNdv4fD+EZHk1JeHVaVgtCrtKHAcouM2S3/onRY9ox0VgWCtD/Si//zQMRVE7IGkPR4hrhJq6MUAGEUmoj+yZ6jOoW7nUfZsiybPIJhY4ouNHs5lZv/SfMUsw1bmvIiUiSEKo9x18NEBnAqp193PNPBs7WEx35aj++Ep2zYeaeJVWxYNhss7oXUkSAwIQmf//NCxGEUiSZw00woAHsrMHpvFUYXgTSWOXFPF4rWgVODks9EDgyGkP7kPzqFw6OEYl7MHvf44IiUxApJ+Kd92Z3YSP+pbu9pL6IZUCCaQaHQMAE6iCqwesUThKe7T7Glkh8OJcR2w8NK//NAxGoku4a6X49AAG7WL1mv66f9P/m6HCQRbToeZyeZIgU2zf//8N/1/////hwqCwhin+oqrpSujkaAh/iy6PquH5sNr2CrRTQvnXToCmBzgWPwfCTirOEo7qY4zqJAchbWO8JGSxf/80LEMhQ5RtJbz2gA2SF0sSUgbo6CPu2gjqQMbpl8yWBwtvpqPRDt8BSbVzQAgh/8nOUu/CNvWcwBinS4YP8Lw1othPCl36Dkf5zlPxfY3Hs1qLkynLPggQ9Ryvv9KCH0DtnFLWqtJ4z/80DEPRPBdr2CeIdFbg2FNpQWeKx7///141+Q2kmOCdgKAP/c2b2y2Cg1aUToXPcKopoW0TdBNiaWxCN1z3t6I2t7qN44KtsXIVDC4e4MZqlP0I8EHF1BC2wIjVJ1RsGLF5T9Cat19P/zQsRJFCIWuVR6xSHo/W2hzuomtREhQCQFHUHJB/1AlIMjL/BzH0o3rCP3fy9FTr9qL3v5VpJ4+ZH6gZzCxCVEe3253wQd8KkK1hGg+UPxHBtl/+tsVev/////2pBwYHFEgwQiJIE2Af/zQMRUEvEqwfZrxDyH+dHoKNGm8kDPI7f6+akePYmWvwAstueSBr0sjBN6JqFY+eqKJyswZsy/8nhmyl5S+bzPlGetrQrso8vF2TP////9e2WAQNGlBhMUICLsCihMBrn3z5Jis6xg//NCxGMUIX7K/nrEzL6DZeQ3AvbjhUl8L0TB/vJzM0+o2HqQIhKsfLFtB1tEf/O2cdLZ6WyUrQDWdhqPq21gq0Cnf/////rc4sHUCJUIAguUAD8LkkFRK+iMRZClqy0hK5RV6uut/DYO//NAxG4UUSLCVgPOHla8xl8/ZsyPmQzYk5/OWsMS+jMeoME6RwrSX1BOfMShEn1K3R1eA1LYpbcpW39evV3uJQpiktyAAf/gtNk8SBlEaZiCxtocsib+HEm4pCUyM7YkKbCgGMuQglP/80LEdxOx+pFew8Rcd3F9/rdt/7029jBKOqJ+HezFS33pmjWrDtwsfARdPfhBJ2OVMEOn6ke5IyWAiBCAMfk8KciSNggOELChULjh2hG7TRsliY1wwKdIDyMOiPBE8uWmTMaK8VZVzXb/80DEhBM5apl/STACi+mTPX99iI82ceRpTmeZbl1ZC+f52OStTnyN5w+dWE26xco1exZt+mUv15+ZmS4AcXksSBLKjibZ668qssooFv37epMzMzMzMzMzLFmKsdfPqzSBp9fzkaBYg//zQsSSJdreoZ+IYAB/9cZ/XVUSKykm9ABn6iiDiWMaicmqBAy/BSlEo6GOCAlKpRAl5WPIlmRBDJ/8/f32c8M6DMFAM8XDp6BqWNJRhMSA2LNBofdsUhcVc1f+lLj0in9BZTs6T20D9//zQMRWE+FmplvDEACnvNAY4cxEUhmDAjDbO+EZAQVa0FgHE/lA37K5VYZ/Sy1/3/REdggGLSnOjB8AAAAAVF3ewcFA4w0xE0P2P7W9TkFBWf/rQwqh/V2aEUBfKETrmE2qdT+wY2iB//NCxGETsaKmMMjKtNLNxuA7E90yUip3+fZQcEOqQGiLGjKKlUpoY3CcEJCZCxGCIZU2W15eN5/L7/svK4xySpC+Mjb/sET4aQUvoAHd5UQGnKxJXdR7AG8202GHCFg3ldaNg4GxbY9r//NAxG4TcZaUAMjSzGUmvib8OKkZJrRjCVbWHRD7zaur+vbZDPM+/3MnONGBPCoMEgKdd9QqJoBBNw8MqgABlswQzuAB+/iYM7B8HUy9D352/mXDT6TjlLDwKAyhk4HWDYYTB5deD6f/80DEexPJjoS2yga4VKxZjwXIcigilRDlIryllty1ypM//B9xX2og6EeBmjahzGW1ACEYAREgSH6uzQoAzaE7VMQRp2Nbd1hwOApevSxC9huRrkllnYEkKYnUaXJVueIQ3zbAKA6Ehf/zQsSGE5mmjl7DBKwHGJ/KyswvKNlhKBuUoEYbR6gyDcF257C9uC87nJBeE5AdDbfgxOe3Oew/+TbTfDw4UGQNk5GbIDa6PTn///+f5dW8mgAigBKKP/dRfUCZcslhjidq2i4r30lsBv/zQMSTHqoumb7JUuQLt+ypJnpEx/X/91lVKfpU8j14WDooNtEWwi/1U5IBMExIYGBmKYnrPCnylKcVKOgEDZFznnnbvlJIpSBYOEgWf///+is25tV4QSkLIA2xGFuAYaSQzEexE6D6//NCxHMYwhqllMJGtAlKj+E8lqfyOVHRQF3IZ/1mUmFORThSAdjGV6L7rJ91I8huxv9OW6yqVHWIenPGVzzXhX////+NLAtOhRZWTEM2AiYg4He4YxwQjGhNaZ0ksAQTQyfUnpre3sux//NAxGwTccK6XgPEFEczfM9UOncJ+3YzMbgICxto0OqU1ksMzIqFYVgWIpWqKeVcWPeWyoCu//9f/tDqqom3dW7bdgB9W8M/RzXnrVTOUdmcNwHsWuYLdLnYoIwA4S/sc/enUdCkAk3/80LEeRNRSpm+wwZotRha+/n5vmpxlCgJkRX/55ln5esFUuQzaxvDAZmaDpbSuuxKafTVAeqZh7bbcUgYgEI4Wod1zTFfP8v4m5wJ4h121vZoNSZ48lQQRdum05NSSXUaol9MwJxJJLn/80DEhxRJ4rG/TxgCMOIvMTjH9JC6l0HSbSQMzU3Lht+jrZB2Tso8X2oGRKMr////HoxdCfjLC9kQeAXgTceYwYln///spaaakEFusYAY5DC/j0JMRAmYlgZgTgfwRgJuLf///v///v/zQsSQJevagZ2PaAAnQjBYJwS5Ygm3JIBAJNI80YEIhpGgGZ/dv///bvr/////+svqT3mZfPkgeNzpuiUzUpkmgJeOyWKVSTMjNjyRMJQvmlJy+ORFM2LHQTQW7HUkU0Z9BFI1OHTqCf/zQMRUIhNuwl3BaAIgcNTdbsghmamQSJ5UiCeAXg2D3N2Mxhymx1MpILQAbYhCUQGQF7EnIxNPmah9E+HCVHjZqhbdf//+AofksHeElAAk41AJSUmpVSrE/8zplyKkOrX7fPIp97////NCxCYRyw7aWhgLh6Jt///P/o3/X9/nRToUeOSrlKYLDgGDx2Ud5+IrkuxlU9UbW37/8WKH4YWBILUqg1Z6wQhUzlyFRSL49j85pnYJJTd6f///9dzK8BQv/rmiL+pf/I/eO8//Jb1m//NAxDoTUvLWWhhNd0L/tkss7KeBjk5tqO38Cf92sWwVFmuZ3h/wH+9Y8wjB3YkcJCGyTTBnFmiqhGszuRI7PModyP75fWzdlZW7zbf///f1v9uyuYcx5RR4041THazjw+c5oqGQWi3/80LERxNS7tZ4GA+GLBqhO9fllRJbNtttoxTnNaizREJL2FyszBibBDI2GyOO+9tpQ6dNGBkA0UaLRXSYCoTGB1LfIldYysrOmFf/b2lix6sAnsBCO1SxQOBphtvUEjcu2u20ghO0xI//80DEVRJ4zr5aAkYWF3QNhG5g2DRFEMCTak6kAZNzdy2u3WzqnDQWQfUNNFxU2eGniYowEHggWceGuAmdEr5sr/+r/4q3CHCZ16fmiRg0oCEqqhbLbttt9okx/1GmTBanewRVXpnME//zQsRmFBDqrlwBhh6QiOwljrAq5nJkZkcfM2Ke/cj5yWb8N0Bpnx1M/e2nz6JNl0e1P//29v/+36TnNLB5b8UU8Yr2IaDRnVrqKqckjTjF/2EpiMAbdggQAHA2+jCaBi6tqSjTrAZoWf/zQMRxFFLaul5IxL7aRuyjOSf9yvppXOv6JSZNDsYAAjCaZDC584214YuB96jhz///+FhUOhI6GsVZb76KAeuw2m2BVH/pR5AbGRXM5P2gkmXzytJ8VzSm8f9///Ef///F9ujpq7Ui//NCxHoT4U6ZukjM8kU+kSXZwB4mQ6oHQLm54hTV9vP8/1DGRUsg0W0GHwJ////VVod//I2hoCEXa6DbOMCoRq3BOoOK02Ko/ydA6ZeibyiCR6bjupwyZNiABMEHII5TMUg5BgghTWit//NAxIYUaaqhv09YAP970XNXppmynNS+TnOGBgOJZmbD3SOF8ky8TDhERMByOTzAupGti+XzMc480CXc+syKkCp1LrRSWZOg83TdN7+bJOVKMFP9100DNkPqbX9///ray/363TSQ////80LEjyXD1rJfmGgA/0lL//9SBgqGGy2+ysgIPin5MxJVKkYcMVJBhSSEPhdial6Zk85EnUPpFUXK9hDPWar+KlN/3N7liLUNGz7jQXeajf9fvzxwkrKhLmD5vQddI//////q0VgqxPf/80DEVBR54tZXzzgCWpeEx0Dj1t7BDBfT1fvAZZe1bAymDRVT5D0+TE47+q6Nx85v7r4jE095oIHesSI/JpMfqa5Zt5QwdqO/4FnWXAuWPYV0r/////+5iIKW9dbG7N9hr8v00ZHhNP/zQsRdE4Eusd55RSDtc0tBTmrfqV1LllM4fmONHRMp6b33iQ8eWXr+TRKflv6gVNYpY0BTrHnRzoRtaPeQY/UBR9pBEeQUax6nd0IyjSVe5LIgxWzajABLnFgLuteTmZzMJQV//O5rRf/zQMRrGqnCzl7CSyKIGf+fmEHzB3ophQs8BsHDNNT6CCYvrYmmz2kywuzeOWDJc61uNR9bdZdXpwzqVplbNXlm9TGha6KxkNUTClZ05TOwXNkRGAXN6jzZZoGHBJpVYoHSzAn//8tl//NCxFsXCcK1lnsEXokqgG/r5IBMELS0DMRkcjjgJaYR0XfWLeX7TLDAavKwYEeatfYmOKYePnHn5DGpU5RtGajBkyXBUSnqrXPCaQxYJWi9amJHQPLr+6AjaLmqqU5eM76kPn3y6y2S//NAxFoUsTqQ90wYAkvwACLEklD/TIMmAENMQnxCQX4NwFQS4tqiIIXhzFo4E3E7DYC4E6XUz0TIA3BOLoprWtYAKBKExyEqShkgMzIJnjhdJcoIGDrTJMvH0T9NSj86yMkKaLLZbJr/80LEYiVbEn2dj2gAzFFFq0F5cRLyCLpGxTrUp/+q/1VVIIIWJM3EzNigUyQ/////zQuGltzA0Lhoxon///ly9U1CkAAkBJIJJA3NhBLur5qcAgyqdhLYDx1K1sJAvjnMjYuu54HAJOP/80DEKB16lrZdjGgAxJAhJl5JAfTE0MxlJmJuSyKJmyH/t/v19amTTpf/+yF1IKvfVoppJpLNlIN+utJaC7ddSbTU4as03UfOpGh5A8gNdkjZlLJio5/jTv/QdYUqe/NC/Z6Uh/3bBP/zQsQNFCkirjvGQACaGQmtl4eW2IsY9a9/cq0XLSeO6SYmO5ikWLJoFRNDBNlmowo1x1XF5QVFhEc9TD/p6bk2ynie1oEPHnIsQ9zhikMtRYC0bJf9qmE39MIhcJ7GlY8w1BGZBWQlJv/zQMQYE9jCtlwJhgxjdwiLM4yGgvCZAGTXWE5y1Cy4gPPCIFWKkQFuosWq15dgqQT4GtFYsOPPio4hQ1Ab/1stkhutSr/t9ZJhJJQBqVSUVTBbyatQYsOvZ3RCRNjNOOJU1Zk16wwI//NCxCMUEabuXg6KHgwSZnMt4uhLc8Pwrv+G+T6H3Sd////q/VA4xN0f1O+riAo4wloSLeWU3t+R+iq5yuVzfxLMOZ4Se2QgTChv5hNPCZa2UnrGft8UL7zWlN5U//GSYAHEqRuQHpQ4//NAxC4UOaLiXNPOjigaWpx4YJImdV0qNzNkKN5gPG1UXt9Pt9COr9v///9+LsoRQDMuxAoCHpkwAOEq7FYMuAso8nphtffj2t/jwBK24h4YnXsbYsMun00uv+2P9qNKnegoEn463zf/80LEOBRa3rEems611OfQwKP969H887/////////spS3s/wmQ5WowJVx1pELOkXRlBnfoBAG1lsNbZi5wTg4+sS4yKTJKEHBShkNUdI5KbnCVV32K9S9TgfoEL50fQhDancrVCMLO0///80DEQhNBmtG8aYVC////6yo2nJmDyuupsxYVG9sgGA/r0VIieFRRK57RwVYuplBGJRT1Av1FSxbdEklOVcSxk4WJlhV8B3T/5/xnEGSfVvI/cVip4SCw9gVBXUHf//////DR5klKuv/zQsRQE/Ey+n5JXub5o0MD/UFINGseS0Dt9hB65I/Pc+D//d6fQp2ZkLpGwh3v7/YiaugcCg664rj/j9ErSUM03PuUksXuXtD7LEcgFA5C4INFhAlX//+m1vMVyJigUYJBRahGSW8HvP/zQMRcE5n2wE5Y0J4lLr6kFOcYl+gk1H/r8reb/1JapnyFDaf6/+pRquzztKzK9TQADBCRH///////7WeR5HhFc79nRqndCZ7K12Y5xarKi6JiGwIKGw9tYlJYwPs6KJVJZU9OHFRo//NCxGgTi17VrjvEKiQtHNo0erOnUz+iq6oW9bIn810VDFIhlL////zI5qt05v/////////0dNDKChVksGhEWkSNZCoiBFORQY8KP3WzVQDKoksew2I5y1+qGPKoS7csTE7+XjrO0tlF//NAxHUT0vbKfnmEpBWx2Va6ldqI9qp9tiNOFOIHEX1NIqcMekz6g9F3lRYcr/6f///y0OkhatxKyqxKTCEse8S+DFZM0cUwJ5SqGa6By3J7CWPov5y1h9KFTpPE/zkvvUfV7bv5V/7/80LEgBQxKp5WwsSoTT82vjEMeuwUs7EGhNOPQ5/mI9f3+pDPRToE6pERj4TqRwjl2ut134H98qcfx7lMF/RO0eoQhg3davc+I1o1mtxkMwMPMc48hqiRupUkK2jlSxDVMaUYOO4sdzP/80DEixPR0nwA0krYma3mp+v1ZqKxhEy7QDT//0d2pPV38lVs2BsuqVxK0WAUCgUBC2GFjwzDGBi2az1eL4VoW/EpFTwtUDDB1qigJATBwr7uNAkYpve4Oxw0ZBb5weoOBoYBcbkTjP/zQsSWFFm6yl9PKAJHco2qFjxuhg4OiWJB9/+I5dDXONJg/RjJ5p6A7//nR8kxpMw8F5IUERwgYaex77f//noYfMU16kzCY8Dj/+zn///8HZNBLRf/+TLkS4iKmJ3VuSTGPqnUhKTv0f/zQMSgJIPSrl+YOAFvgCnmqOFd1O5IuL6zc5oSyxIqRGSqW21j9ie0dRIT9blmxBzVoQ6E/fxy5ZvpsUrhBhR1M3vIrGe5CCHImPHMxBQJfZXR96xuu9eSfUucvZMzaXLhHtRcEtMp//NCxGkg+g7WXc94Akn2qzJb8eFDiazmK5Z/rCz3///+nOxKReXfKoX9FlUofzoRCpMESoJaBly6FySa+LahioTTJt8pXcr0MhoVmCgLzOoViKxOVd0HCiQrlARsylv068ylsvNsdwow//NAxEEX+g6g9kiHGhCpn9UMPDATVaJDIr6wkxr6Bju//rrDR5R4wCgVeDUJ3QkPOfgfx1owZdaMFR6ck0kHWvEpoaxkOEQ7O+odmNu+cVZFGgIaAwFUaHiIVDbQXa7NhtYvJKHRFCD/80LEPBR42o0fSSgAUYMQdSw6PkkgH2XUSDVIsUM1/i2VIkOv3z+PPuADAMbnp0qHp6PVhrXna6wgLH3PQkLj7k6xcQDDMMIx+eBXIzxDD4wjNMcgEIgwFgNguwAYHwW0KJ5APGMaTlz/80DERiUr2pmVjFAABsej8nJwvv6TGPcwnRicgMHgwH6FzCD/+hhink6Nz42EcdC9C0eIYlFcuiP//7E7z0z3PexGTuY7u9bshh5IU///6nuPyf//xFsMiUKhNVupLaiOjP3g8YexDP/zQsQMFKlSrlPGGADHp1jrPtLpNdzLRjaMzUl/zmtuq0HErjByBuPP/KIsUDjsgcHA0WSsaSNJ5sgPaUmgoWAZOyfyLGmMvi6/Zl4J+FodAU6eUlmVVmaIWWRyij/0qqKjBKwcWSLQ1P/zQMQVEzDy8x7TBIpOpAJdcvnIs22xDCiKmJxzJ8d1HJGZh7sHN16atMcEZwQwicMWSuKjFaf/sf1bL+ztbk////VbqkIWAdkrBAg/eG7ggUOU4vnKJqCzEAQRMPrbwdIBUd5oir5Z//NCxCMUeeaqVsoEtCPHKvLVdrzTera6jHKZ5KZ7a+kz7I6lR5n/sj/qXLvmBiTVMOWW+V/////9UFQ1KD4XIAB9yVRtRc6YxBI19sKjhgFhhDa2HWlMwo+paaZioPs3+4EKsOMcIwp9//NAxC0UOPaE9tJGpV82jo3ocHDDq75tEuHcTAvm84dCo9l//r+cDTTQYLeE8CcvhMmnLrLdd8B+rIqCI6ibJiY1IxsrZj4SIXLX2jmzODexYdyiVcpqv5CjpqL9pUNCJTxIePmQyGz/80LENxSo7r2/SRgCE1vFgaDjAsD2RcRIHb3anoOiyFPnr1J0Pf/RRUmStbbJK7rdfdlKgCAbPoKFPj5HkdA4h8k2UIEZSDSRJxwRuISIPB4uAeKGqdRgwJxeimoUHagPKBIAwuXOLzT/80DEQCRzypJfjzgB2bFJcblyFrMchA4dLDg6NzhIYYBeTAPeaag4a5041SCNUcICwfJiWUICRf/XZqU38dJiWPCQJCkxLRkM/////7qTF5h9TyZl2P///////JognbZLbbaKBaLbZP/zQMQJFhpi9l2GKAKN4w6PbP3XodQ+1Ja8uLVMv2T+ZVZLevfrk5lZWczfK9JziblWkxWd/mMjL3MchDmKcQDiKcABT/9E/+pA4MA5ooKm7fQq076xwDAjv6HC6snQi9tWmIE4XkOw//NCxAsUcVa+XcgoAJgaU4oIj2mQaZN9ot4o7OnpdSuyochaRdCTARiWcr309V1WpBQwkKBo2AmI1u63AVrPDuODpAedlYlewNf9d+NRblYaDUw6d3mVmJiJExnjVRdIomK4yi074gFH//NAxBUUEOrfGA5SGKZ0bmoLTeOQpm782mEKwFsGxhUoAQyiHH5QrNkB2WhQAgGBhnCMEzaCc6QQXISWXggCDQQOOQqXfKGa6gOII7LbCH/+/UdeB+YajFoQiqiv7/ajZ+Npc4b1ACD/80LEHxOZps7wyw8IJkOXOzStuO5rg+7X+hA2Ht8t4FR+W8xcLIrWpO8x9EEBqcoT6V9G+e3keRy2GcQ1oZQx0M1/h/b9ci0bvmRWqK/3Q9THk1mJgDn5QbPq5J6VEky7OAoXXnExh+b/80DELBRKBsY2ecTQ9wJ8oZWorIBPahvQ3zPLIK/baGesgFvUBb/ZEv/y2/r0O8FT1SoQgaFqUEGokyVLbxsSkTd6qTbXygpNyNMR2u1pa+Ln2JzH8Q7HNrMCM20xXdjaQCpF8rzwiv/zQsQ1FBkmrZYCUBYwiYBQ8zPBIiC14hc8WSIueEp6PRrPf//7IaK1GABsA/tO+PUyYEL0ZUJb6W8UcTBLWySRMDupGpQu/7ove1hitHeMSHZOUk4f3edI91Ts6bRaqBHtc7dn5Ojb1v/zQMRAE4maiFR6xQ1BhzMvv+x3RJXcYVrtTSogQgOyACZsuhPhtruUIba6sNguEssqvT2KNMlTQNEyVx6KcN1oM1vxQaN0rFIHBdXLnqDZUcRTjXSrKnLoXKtM1PiEeEwVLD9H3B1Q//NCxEwUOT59d0xIAIikl//bAcGq4lICnq1lFDcg8jtPA/xmtY9R3JUM5DB6gtLD2SLk4JvKg6jMbBDTI4XSRQY9LhsXBdFNEbw1mURAmwGwXgnMpi2AXxPA7zwtofMQEUsaEiLOGNJk//NAxFclixJo04+AAMklplgaZkX3dS0LU01U2OmCzZBe1Ffn6DOgj2+r+r/TqWm7Jugpn62//1L/+geTOKWm6JuV0EzcML///xOBzSoASSy2W222222iVukMD8aynUKKYpwalSM1yB3/80LEGxoCmtpfgjgCTOM2mlzR2yHNdyQ1VFcpzVNZrbfXrT1/r//zKoehrnK7uw6d0uYyZjI27K16VKoecWOFwXGwlCOOCQDsaZ+xAAVsFm0nCf/Lzn+IxIocf0AD8D2NIc5fI+f/////80DEDxL7SwJfwRAD7V1T//////8IUzf/bRFdr+f1OhOdXREr1q5GnOdXU5uBndFoczKtUIghUIUwyOdWFnOxA5lWQO5FCKeANQeHh4iIfjiSB3jCVVRYM8tehLX9Zok9jM3RbNZdS//zQsQeEhIu9xwBhBoQI9//+2jaF7f//+70oCVtW/ZdTnMiBzkADIenYWoosd9Bk2aUOI1yqPrVH++iJdv/UpH6HTYexU0MJmp1HjbusZo6mvV96f7lnjTnLgKCLNPc1r1831LmKM8Hk//zQMQxE1mK7nxBhYILCNACwRu/RsgAU360bW+nWCqj1X//r/5JwkbEqh//9r47WzMpW7GhRbk3rUZXel+WTLJmc6TYNCwCA/tLIk4ln98scHlO1+BkOBrOkV6Qs5LQFO/5gs86HTr5//NCxD4UKL7iXAYYDu/XKnf0//Xiz0dd6///c0cqiKUmImJpUtKy/AQwAIoGjMeHVm1ySU9ZgH4+cH78chaTb9C6I97JPWLUQCoJCISlSo0Q0fhoiCUhusSgb1dYfJV/ZuFj8N5V/xkd//NAxEkUII6iWA4eDP0fa1ak1jalAgoKKmAiEj1hPu4wWGpUtED4Tpl8ertvs8pCsF3dRgB9LrJOpG00687Osn///1foZtIDWViELsbNfMyjv/CnWIzKxV08hISZ/FdHqFkqWNIqapr/80LEUxRBeqJcjhQsVNt/NYAB/j5PY5kZD7GQ03J1xhUf6wpFretnYLyDSbmmGMdRMyHdBSuHCl5/I/Rf/KXQKEcdcFgTebtQ3BdbzSq9jOJf89Ff+9SMwiWUAzMK1ucFKi4CuO0shDz/80DEXhL5it5eeV8SdpYKI+BaBYXpEcQ9tQ+BlzIzUJ7UXTxkxcZFU3Z3cwq1I/Et4CXqExZ8Lm6F8f4kLCpPJUPeDLv/6P/1MkzAJXaAUBRqmQOdkHilIgA4uhL1hQpo38SIL/5UZv/zQsRtE7HeubyIC2Y0maGJZQXYD/MWaJYT1c5bo/O/c3///bqXOLGfIJ///DgYRy4O//////jny1MyPkjADp+AcA/8+JvlEqZyqMlAAmwiVxiNoDYzvu3+h7n/EX+xw5EKXvZY/jq4cv/zQMR6EzHutb5rxD7gQGVyS1dGVTnvuvt///+eImoQNhkyxBGYVHq37rYnLIUCpRsh0gfjbpRV+PknudxUYiNC1BzNWEyEYXCuaemXs7QOWB0hJT2wnLnGUF+YoJL9z3la2U9ymJeU//NCxIgUOZKdvMCTLfWv9rz6urgjxUKQgqFFVlUSbCgO9h5SSGKVwlSQD+8xIYj1nmeJcY4IWTIcq7CEyY7c/b2WESRDENVYwzmDv8Qwq3Io/QAXS/MtSlZJf/TqBk6CtNTY55h1U0SF//NAxJMTaaqAuNJEzF80ql9H9Wuma1TfUbpwPAvTcNtuCNJF7ZG1pewNlDzhfD8OoQFF9VqSbTnYrZ3jzChcoU4lYQN3EWiACoaND307Jub19uQ7HOHwV2c4qiSiT75qHg6/nn97vRX/80LEoBRhdp2ewgTOAQ122+22+ySI6YFAVMYgVAMaSjG1vo4qCi02YFuGUKsZ29qes4FE0JkC2amoXUx3k2iblUvm5gmzMRykz5kUVrOniIGiacokVGEMwOwnCwTSIjw0QoEwTA+3TdP/80DEqhNZfnwVWigAUVTadSQSKY6VrIoXDRNa00UUEUzUvpl5SR8n1ksYUlSfU3fzYwK7f8ukEQPr///////+6c8hR///6iAgCqWWzXSNIpJtxtpYL5QD9kqXI6U6RS4JImWhFpRDT//zQsS3JbsKpb+YgACggDyACXFArB5JcyQSUgvemkdLEkVosZF0XzJRdSG1M8ZIHVzstW5omUxmKaB83WR0zZR8xNTC5rPmJubpHzpxRostRdJbsmdNiY6M0JrH1f5ocoqPL/NVTi1////zQMR8JOLCzb+PaAJlKVZ12/uo8GHjusG3TiWB/+kUGv/j1ppAk2aGgIAMrW3BCiZ0hJFLjbcAzEHbDWWxluRaGIy2VVwsFLq26iZcdOMamBfSY6WF84ak48JwZiSDaBNQXyOgPQsH//NCxEMjQ06Rz9loASMsuCHGUlj1LyS8QJKx0JIMmpQsxeZBRdOK1ljWLo7EETUdojCSSRJFJt0v/9Inv3//zra1v1ff1er0m5x+7df26KmsYmnYyUrkigzu+ijVoaGsQ7EZLgT0giYu//NAxBIYMhrOXniPRiW2OBOLsOb5Xshpql94yEnnPEayZrcz83BJDbw1gVyFvY7UdonsCqKUvlqTfKCE3gcGV5H29/XzmnOKRbp+vVOgEHzyLco///+io5X/1aIIKMKFAH5Y1mkk0Wn/80LEDBXJ8pUU0gUgKVpooNOIKiN+MtwHhNnvaja9x7EFVM5iWz67JHFNMOTJnsrtkHarl1RGnTZXdqXRerAhPT/qX28G15/+vnbguap///9TvwL5nDsQ1SdhC9MvB12XLyipiS57Crv/80DEEBQw1oQqDpAcrhxgkLEwyF3JpIx3qO5GGdIO4ZNlfiDbGF0EzdjXb4UlPkgeHQqaO3gWxhUOlgcBXzss8qR/4a/////7eRq2VkmQVG3YpgIP1u6rO3v3KQlHKb+qSaWZvXuPL//zQsQaE4GWsZ7AxNa/gghPgALQobuV2ElmSkqxm/+yG77ERsY+ji0b2/9CeLfZ6ZAKCWLlyaXvf////5VL0GHr/OleNGUIkftpcsMSEIlKB5YsCARx8RGh+2Ig1UyjluvWwIccAYLPmv/zQMQoE3GWiADImSzSmlYuIyTnL893WEMBBj1dnST///6NoQO62HGKTCWFh5XwTi+Zdf1nVSoRZqPS3UQEBZnf29K73NvStygYBasxKomj+D4240vleYsGks2Ibqc7E4HVEgZs7/////NCxDUTKYqUAMCTLPoTnQKyuAJkuHTar4gHBsUumgALv/PxOig4HiBkAg6APQPhuaEmIRLWNI9yQdgPd+Jaj2BrXmITXfBifhryoznyDpYE//9v+3t1fgx/bhP/8vdHacI9whWeT/////NAxEQUG1LFnmrE6v//////69wh0nCHgnUORf4o7DxHbIYWoJjfuchr13BQhbp1MDORm7JIDMjIb1ShGQu13DYSwWZBQWvowHfm/6dPQ74RECylfodsJE1hqt/+qVIf/////k5ULkj/80LEThP5eqgqegsgCChAkkPQ+wHAIK5UIMJJLrwWGcYLsM+N8HsY+8yF7mJArUTg9cnAUMp5WPN6yKPhQrWSjf7dT+/RNPIVPpdd5CqoPRU3b/////sAJdYSC9WDFM6srIlgcf0/Gav/80DEWhNJRsbeU9owwyD0UQxcdsJQI1Gps9DizEirgfdIDE4Epi+BKVtfmcQD2XZbfhW5/9AJloXwragmWVPiXOy3rqydYZ/////5US2NFgaVSBf9zAg+cXfArUJL4IoLOLzUWKkkF//zQsRnFBFGul56RSCSrVvXxGpe0B4RaHWJwT2lDu0QPa1GjGbtevpq+raavuda6STl3gdjJJBtwier9AiUVztbv/////i+paUK1laJlVb5UUEBZ05MBvNQzr9xSPyEKmmJ+MITRqDnHv/zQMRyFCFiqXdPQAILEpDAhcB3lEG8NKI7SVLjnx5DzJ5omSxIGNtWjpM/rumjoXQR9STo9KpvUr/////003ay1Ui4aMmyzZD//3QZM0OkuOQuGiZmS4yDM3GEHnLhuP5OJUtCRg6Q//NCxHwlo9qEAZhoAEnBdHeG8E8///58kDwwBoh//wJITUJOeC+FNVq7vG/wP8wB8iCC04Zdq1k6itKNE1Vw8ryy4iEa/0I+I/vn//////////++f///nm1T5+tiJ+DdAtXamUvNkEWI//NAxEEkE16+X8hYAXDSkzqCslmi9KnzeCayVjQ5Dye2Q9joLGDYQZ8nkgd5KDhDDgd4+D+nJMN083i00x2Soceb3MjsQWP3cMHsdAIhoSDQkmZQcYaKk95QsuSVF92tt3+C/yQiQBz/80LECxXjXtZYQEdbaL6l2PGv6z9v1U6WxCO3DMnZNzNBAAkik8qYCOuNy+f///Xpf////1KQAYpo9MVymBmMapSKuMvBDKwi4IUGAhUBYcOMSqREspSiKIUTV/a7fcKH+MJKkWciPkP/80DEDxbi9tJaQAWixzFHCnEwhuVHNioqO7m6bNeyqLFoJFFKPMX+N6v7shmRxOMNBuHBAcByGPzppNTl/3+j3Zf93fX/6OjuA5jWR5djZUDHWrDTVMWMVpUOSKNySMGH/9lAgCpAM//zQsQOF5E2vlrI3qrgIhD85MD++BVo8mXAMIp5LfFBCIUQu/0oUCnrAZJX8BrVanQ9EDLA/t3ZNx8e987/velb4iv7R/pjjAmfEH/pEAYP/92Rbywd/6BG//6a5FVUVThod00QkYY/ev/zQMQLFAG2wx7KBNDFh7Qcpc8Zq8hhMYt9VjdSjv0j52uwIBv8Xeh9ToIzci4qa8AaELkqd1v/7GM93MhFL////QqGjhlBz6HQP+lzf///4+lEBWaNRsOmNUYrVmA4nrMQsiufSEyv//NCxBYUWbLOXGsKiv2B1RNMHbm83XQTAYWZxMWfb/9UNsP5P///row8AAgdv/AYfHOFAxDAXFjKL1OaJxAU4QUH2/xrpd+D6kpdRs+Fha1RGO/////r//v75/uEQeYxcPkj5fqZmKSS//NAxCAQW1rEojgRUcP3kRCByR5extmDWXibXIVqqUeX5YyEBQIhZ7wlwjkGPTWNJTbaXAICKx0GPsWox7GIhYdP+l+t+/5zzKVv//f/////79v7s3//6S7a2M81spQrMU7Tsdvkp/T/80LEORNbYtpcOJNfsZZmR4VpCgZkLonHu9EXYbyJMuGqrrdu9m9jlAHTNWraDlQd+xCJYv5eUET+nGNwTMdKM2JAe9yae52GLECMOAhFxzkNBDV98SsEswlXK/rv0tSK+O1Xv/64pUf/80DERxNYxtpaCwwShR5ENLMydQmV7/ZNmfEATMVNAPfvBYgCom7KGcBbZrrsKgSdgVbAS9GT6gKuLH21gCRW1gq1B+uMMn/9P/7/5hxKerVN9JEeFp0Uf5oXphgRZL59Tc279vpvq//zQsRUE4FK3lhWHmaAATD4jdQUF82tMjegS5EGZo5d7MMobPv81Z6LlRuDKdY0jdF20XL185v71//u1OWeHtIglHwQKA+HsvBTel/c/OOCgZd/8PLiAOhpwCzwZbRuAMlUnU2neSBNjf/zQMRiE2mC/l5WEHbSYCf8kSp9O35VJMWWi2ossQgFpt/7VAYiFAL9aFhIOkAMpH1LyJIipf97kJpWugIB9nR1IlIYxNOvLau2ifJqtioHUhymUqoTUC7oMN6VauUY/DCs6uKq3Bsy//NAxG8SMKqtdgvMDCWUv9+aYYURHDx5RFw3dkXkdFxBuvxUWDum5PdU1il3jzQ+lMbQkOVMQmxFLmaWfd1YAEoBiXBTJedveqxCZGpVYgxtwos/wTQpgScnsI0wdf//8jC2ov//5uT/80LEgRRpRqF8eMque6///X//odulP/+hvTdhcQOzlfR2mkUEZSCxB2cZjkOEUIcAEhBlakbfgEIZOEHYcAwMUg8Uwx+0/f0ooAghR0J/W1QNRYp874y2DHnU0pKC6gGD7BB7w+IC5f//80DEixT7Yog0eET95fV8LvCEKNKOg+H2f/yCgx8EKqt3Y07bZCR+s8RQIoxZzZmcKIFA8Oe3cw4sSnxmjEYUyYWevpzgQ4NDX2kGkPxIO+lKzNPRs2pdLXAnbKL9Od/bMpedk8NCK//zQsSSElDunZwDBgIkEc4o0on4AZ4ZbC3txOH+/HL+m4s4ngAANq1UcHQ8Q5Mm+041DUdjhAwZpEDhRkjCC7Qae2VVJBoUBr/+DSxFqDgwKSEDLh71uCfjrFianrXJcPnyrsOA1sznA//zQMSkIvnCtb7Qnyoqm4iSMhzVPchkgUrchxCeWacaeoX3abO8+tZ+gC+hRNQrLnL/RS8sL/DGoWWC3iuEJSsMOMl0e2kQcx1R0mdzeaLIPgRMekyYLO6tajtl18TA1Ov9azv///////NCxHMdkcqePMifKPFBMhWDKXvwIOGP1UzUppdTIwhDg119oGMVwgKoXZ9BsJeI+XxixY7whKhifvRxiqBZ1Qz73IrWtyU/Kn/8pWuVtStRyuIA68t///td////8VPKBlVANG7UTJGP//NAxFgUEZahnsPKjN53FErFDQIcgmx+bdYgCTiQZzoIDLv2ogMfqJ5XeGkKZg4xqJuUH6SESgtCGDkqkSt+usNvI0mFP/0Ve7szWz0RZf76iy1D/UqEExyAPDNYZbC4M79cQhiC1oX/80LEYhPY7p2ey8aOMVh05qbgUklGQHcw3DSlsoqcfVmnO7pAZvNEsWU3Lv1n0LlMod3ZBd4NzUOa6///o2j9dQoRiP1n5xYnub/////o/Lg/PGQJAR+fJsQAsXuYqqmf5Sv86o4Ic4D/80DEbhW5mpUcywUGCiIrA6HISIeSA4kOlF+KGNtzGRwUO/dPbLvp9xjOVORZcwUCQ2Nw2Yyk3X9X5jdD/6PeZd96gAGBe2dBMnmuQAgYhCGfzn////6yFHpOiuCbe5hG95R3/uIf///zQsRyHgoelD7J0yz9YfUCDRAqgAAPv7D3SH/jpmEi39ZBHvLCssLFabOmKw+VrJRpd+H3U7fhmW1jHPTzqFgWa5mdWv1J61cv/EJXbbGLA4v3BsbN7utzBZ6sHLzBFB+ovfkGXzDB6P/zQMRVI2tWsb7SxXHseG93BSlPRSP9+BGNJ+qEMv+Uq+V/yomHLcO4aLto6HVqkAX3wcZ0O////////k6+ghtzVBgDaF0JtSJ5SEu0P/QU5k7XEARCPg44/joWUJSI3Iu/ZLf4SK3j//NCxCIcIkrSPn4PKjbDT/c7XGpYyEEGR0tPo0IQGTNqAXW/fdKwY29PTOZ35hqj8XtvHGyokNml+V9nx0Bovo5RuW6mdG6+c3MbrF5Y8uF/r//8qbFw/REzokWmo9KoMBBHrfopAR1Y//NAxA0WYZ7GVHtPJK8JcqL4uSESzu9BJY2evl0m/TJcHHdLKrO8rm/GMPJklh2C4qdQ7RyNhcvqN3SjdH4+W1FLcx9SL6C7oS3WV6JbBev////+ZekEFPlVBHUsVoc6CoFHYysfpB//80LEDhQhKtsWA9YYGmNqN8HwchNXkgMKavgh+5y9ABWohMoR5VEBXqF1cqF9zyQdfJ6vln6j/0qw3KvhyWOLdJf8rnYDer/////e0TvhhWsHJHHAzyQ/xyrLQ8DqMhJze9R6xQXm0Jz/80DEGRPSDtpWekTmkTvrgkBrXylt9U/5MkDRtRHeepWHTK3Btw3im7eTz+DblfmJ39vboPwQ+Jt87///7rKsN0NmlQoC3a3g1BYuIqBwMXKEHScCxiVCUJ3uAv1rduJ1acw8QG7Obv/zQsQkFDGuulYDyhhHu4nJczuUcw9911ERVno+odBehuhur9W9mqUOtBWWfqHhvYV////+mo8RWGmMmuii5BIJ+slQRRIN1Tw0xRtRA5ewwHW5JQ6lJa4RS7BU1VbtbDEfQro5U6rN5v/zQMQvElG2vZ5iBI7+7mRnsxqqiv3UrApQdxWsJr/////6xe926pWAX/0m5sAKLI7o28KQ5mbcNFIa9p1IonLvcJC0aXTL/UjXMUOv0AORjOZjvfY41AX86JAgBww44gDLkBcZc464//NCxEAUKTa1ngvGHhoIiR7dubinfFjKJHZnERVCRmTcrct2AH9YLOlI2sodD7kDaVILWhbYePNwhSZscaGWK4wEGkY21FDFdUFUgoSH1COhVSUlOMakxzl4eTZw7mrY74ESXBBRNwDX//NAxEsTgaK1vkjM+ox/6wJAar2QAfzrwOm6kMocDUR/iz6NhcRsL+LBQwmvHc1cLj8EBJFGkMLMVW8jTqn7GzOCRDluzK0zqurulv370IHD/+kGC7AkHQVZa3oXeEUrEANattglH///80LEWBQBkpWWwkSOaX/qpLimVLTOiFRNrnU3q08u8YljfwG17JCD5J0LAxCODgdZkqr539tV//qcw4eXUeNzX//6Xjh5MqB4jDg4JDmW6No1RuXIJ/////+xJer92FlpdW54lCmGHQL/80DEZBXR5qUew86UNAJABzGrUJRWUV7eMuTmd/dBaYoFVaOra7QTxFcMgUJY8KAgHiQKfwidC5sngEMk8KGXLd8V//CfNcyZUliOfkL+/73PoB2hNUAjBRC0f+npa5zJpBqHCLr/HP/zQsRnFRmekADTELHZIcbkYkbeKurX/PVeg7g2ffN7ki+qgMjmwxiuJ/RfWV1XA/n9rK7n9tT6h3qpGzE06dX0U0MBLf////cSAyQUHEg2lYHI0i0tA+PKakFgJEJscOU6hKzi0aNPM//zQMRuFWHqpQ7CxLzpN5iw4VUbOEfVZCVeZnOEot83Wk3PgqAlA0JToicDT1ncqdhqIoNA0elgsh3//fd+3yWp4VDSlipkVgbQYADdCBrpBxqGuZTEokNMC/ytYQGEjR3nFrSc4rPa//NCxHMTqOatF08wAmrscOPDvjO/l+5+RjTErersKx1UyDSXCoLGqT0LYHAc6JLZENyBAQbKXc4nJgXUQ7k0tZyuDrjKgWsnhwW1EfWxn1z4Spx/X9OIQo40Rnh3j/////////////5j//NAxIAlGlp4XZh4ANNX+KRL6cL//+UJgQuICgD///+CFYxbbttth99tEolGYTEppOzI1mKwgl584XC1Yp59JVTq3S256/RBJBBHTEOZCg2ikiPJUuw+VDw2TYEAtJK9iMcFRcUnN57/80LERiVLLuJfjFgCVXp2xtu2k8nroebrkw0tJsU5rb2uf9Ww0J8HCYhSa9E9h+pprUWKsQIiHt4r5i6k3qbNE7M2P4OPXOfUVfs/ub77qf27O+fp6z/8cS/0CioIZ5nMm1jbWEf8sNj/80DEDBdyCscdxkAAxxd4aRHV3KJYFIJS0Tz8KCsPz3GBwIkh2H4foQ42Xgkurma/15ri+J/i1TuGa9aubr6mv/5+deplbiZ/mPnlDn4aKp/rcdjtRJqvk3ErWqbIIhG3odwBRxbYPf/zQsQJFqkSpnwDBByA+PrHbF8a+rr+2WMOzerO9CuqbgVsYoUS0M+lWLMrStujTLYMDJZrJY8dCCAXEoV3pa7vBV9JaPEbQVOyx79qmh2MhoKiw6WaDRiVYNVeoO9Vbett1klsjgFXCv/zQMQKE1lmwl47BjKABXoQEDcgAcOE57Gwz3QKMeiohgMrqtOktWE1WlGPIv/5+S5eiMbbevdUJBQKQ0oJsJN3rSeYdJff/++JL2HSJ22pCgKEYBsvQdwrvQPOTr6JPnXKHcQAnoAB//NCxBcUYKaJtMvMcEeo2nx+IQwQVMqPAgquVULkf5uHBrmBCz2QshlhGD17rXtMSH7SLihw+fe3qLL3yP/v/saIsSjAb7K6/6FTpUtyvTHNAz/rdgJ01CQfHFwWvAe/fUD80qqedqTm//NAxCEUQeaUAMsKtd7RUSU2rwkChGkAEHSuLOmadNOoHOkaL531PydG1PuCHsJAd6EJk0V6orHiZ/p3j/19OUDdrysW2SzuPoI5lm2pyAJSaW8nM8wfPK3613uZEMHScJ5PCQBI1cD/80LEKxRxpqAAys6wmQoUJ6PwhTHA3RW5nt26ceflEdBURJm6ZavPMBaI////5mBJSXeuQqACE4584D5bmWCCMgPIxoCnMk/lUKgkb0QlFvFMpS1vWUjyggKGCsBChwrUf9NzBnAjFJL/80DENRQBspz8eYSIlQzv//9C1LqoU92qPVxzSx7////W7Ep4sFeREjAJE+LqUAYHhVOGqBkOlRlC/kBY7lyZJ8w33MytJqpRnGZNIQKEnMHYnF4n/pO5Abi0un///7WOqMRXb//////zQsRAE8MelHJ6BJn///////+piEq5BDgCAyf/0RxWbgQkeDUjPYInBWa9W5w+N35//XRxo8eHxwxRqEQB79u3YdqEAz6hABshOfz+R6oAEmKACPPyn////8uFyF9IDuchQYoAY/A/wP/zQMRNEeG6tAB5xNA8Y4vVGABnClUqQwRFcB1f0AEvjx+c3IvK9BZ6BedG9/HGoLw0a4YBes0oS8q/F78XF+E4amIcIsapkHmeR+V8m/////////flNte2mo4FLdpz0DYyyMs+tSKh//NCxGAUYwbBlGmUpHOvm57kN13gXrl8wydU3eGZVPlQM/OUAD/ZGKrpAgP/wXDL1P90lV/dL5KVd9Z5Rat3///8VDsM1sgKk8UJVdK77vpLduLhO5cCpmieUjPt46DezAMkcv3gBz2g//NAxGoTCN7uVgvSHisp/yN/8Zm9mDJ+JTq3jQVOv1pGhIiWmCIGBphgtmwafU8j////qPQ1vKnXB1bgag05r0TYJB+tzQxBf33U7CmDi2IAaFGHGxTr2wbF6r8VPUb8DVQkBAORVRr/80LEeBOw2wJeYYaK+qnD5NDOssaB1RB7xIe9CRYYICRAy5uLB3/////8VKwVcVyy1QpAaG4A/e4KBpt2OxgQGH4HDk9DJdJTaX13DHjUYIXLe7rVrjf/uLMt5QQ3VnXeqRf7g6wZaMz/80DEhRNQ5pxWwxBojKV0c4gKJR6t//uwUSQDoEHffrDV/7Kvyyq+AjEFEiesGiU80zALTK5lklruZE4xessElFIPcekq5Tt8fT/IhIl9ukxtzUrao+ncO0Jz8Dbr7p7eWfZ2kUDyBP/zQsSSFAmWjHbKRLQAPJrk2r//////9RMLJg1JEm5JJB/9JXVH6eYocU2B4oJtQ9zjqdRz5HIMSHAjt8+mxknrsx6cU2l15+eL6EgrpOvs3vmV/p3+p2tVbfKjocFhDRtuN3X03EN9v//zQMSdE7GqlFwOUBI7j6XLsXKY/khQHAeEtWkUX9v529Nm/9M3r+3yc3/69jzFggDIW5TL/////85JzCMooYjGGQgMcO4cwccAKEUWejbAE5bbR/2plxse7LGuLOjfkkCq1oLxy0uw//NCxKkjo2bFHnsFHlesvkQS5zfH5BiTFbPmcT/nG9RoUyNATJJVKGbe1e/JdtEdYJxERoSQUnHtpumuyiU8oQjjepIiR6gmQGD4lWakhnsYe6zy0pS3DxCx5IwIgKZQUplf///////R//NAxHYhE160fnpLGcpXOUrlMjGKICpjHDyi6ro6A0DUro43mh1mgs4FwPuIpRZFQp0POHce5qxIbU7viWHOLuKThTKmLc8MIQER1a73lZuipnNiJ0WfeyOYGHUBK///beETb3f///z/80LETBQZMr4+egro7Dss8hWmAxbcdFGRDH0uKBUseJhTiSLLPRMVo9R7e1C9/K4Mzhg8rRSmXfopU0MYMOMYpUdHy9qsrO4DLVHRqm////+3Q7HLEuBBcl////VkgWJAWxXUAum5NcD/80DEVxQSRsV+CwQaCaOJSgNBiUjw7MbEWNKJEiPeaSBkjlHaZVu85S9X0t8e2lJKZac/6IYxnDMVzHZ0MbblQGYMZP2KVb//b/obspTbKUpQEDX/7YB/qdt2wAnO8WqF5eXtRYzr5//zQsRhE8JCuZ5hhH4o1Q8l6JqddSTt7uvGDvWCBXz46hnsXPSdJaKo2cDDM9QNPixAbA1SS1dNxZR9V6qmDw2KBrLCJt1GaSAo/qltuwAkFIY6HzxKoPygrqwKx4cw8z1ARKM9YlMOgP/zQMRuEzEqsZ5hhsqFKUF0MRZKZBRmaX6jZSK9keBYfP/7YQQ6SjvINGjNyPJhJKVBA+iCI0iPc27Q5kk5AG6ZxuSACksjApEXAmlsU14ySHB+AeWRHCIynm7aNZpLELNGvm7RHG8x//NCxHwUcXauPgsGFqXjzhX3OS8ZkqFRYUGvMPFJKoGllExUmKEkHEdUrD19rFOjmM+1QKutySQAC8BTOQDKSoWJaYU8wvUEiQm0lh9m00I2fuBkmlGn+lnLRrGqgjcWS9VBK21DWEpE//NAxIYT8QaRnoJMTgehkf5eR0oKwyCgNqFDxAfUQ5KCkWECZVJhAEjdru/3+AHkZrtvhPlMTVmco6pVN2RMElqRShPD9hIYuEIq8YRiiFobiR4509DOGhRu4gwWOn7g40XrBBuFRS7/80DEkRPxbomeeYZ6DkEWjTbjBe5WSIiqrPS2NSoFr/4DdBse0AXk1DOAoRkyFALWYm4Ozhrgg7ZKd4O8Nx2BHRdeThFkhkp/0ktMMpaIEPHnQmPGLJC62Le1oAsa58gZraTZrTzaBf/zQsScFFkefl55hoz9n//11Q19IEcJmJYHDopiSkNCeG4RSDjyhCG0VN9nIQma0xlFditRiojzCOMVeNt+G3YzYllYoHYTQIyYNGSkOAc+LXmkjRFcsw2ESkiCOHtuS9NeipVq5AjX4P/zQMSmE4kmXFRLBhDqFVjEOCeK3gwBxgV29NAqkn3YykMDK7lWJqRVIhy5NKVm9fbf88mPw0Kz7l/aQvcs91ugYEho8IAgPIn0blGyl1538XZparDxChLImrAFhUPhaH0PwvD0zTOj//NCxLIUUSZUNGHMYPb62CAIqPW04TEd6QJjJCTyBJezZXxgQYtILYbHQgHXJaeCjhYQpLlgGVgJjmu7fPv1LQP6uhnd/oUqaqRHrKihx8XB8QzmEQVM1iayjgFWTdC62TYy5nWpmPnR//NAxLwSwZ5UFGJGUBhkOU08zPy75G04aQyKF/l81aovFPQ8QbSRpe+kTMyynFNMjcjT/+/+j5iDthQxVnDp+ORSn68JMiUKQ5OI8cTApNNuAMkYZivt3iVFWW8zYGB5aaBw8JpMy9P/80LEzBPJGlASSwYUPhSQ1pM2fTjxL3UF6WGR4oj4Nm0p7ElbxGca2T3qVYr/bRx6fULS1e4drpSFrBQQh5PE0sVHzcvZclEdaPG0AgbIyYLJktyEVd3dlulKzgoH34UAlEEdkDHFahz/80DE2BMBolQUSYaM6IbTt1tXzFPjwhZ/qsfL31r5BArB7BF5Qs88+UGqc4CNmiQ0MMosct5NCVlSQQSpDVruMbRV1jGDjFQ+lSMCrE8sNLvIyMSLp8yEiBAsPMGpCoaioylH8JLDk//zQsTnFdmaSAJ5hsy19snnMxZZozXcBypL1r5fxt884vLje/379z3TfO38PZwERPRiCpJaaVWg0r96kxe+ujI7qKvsRrVTsYscdG0KJB2pFyc7gjVyqzJqwCfjcbD2E4U1GgQrnzLFNv/zQMTrHCGmRAp6TKS2yMxnC/pjWFkESpAZChMhg0h78ytnHafmXP/O7WqfLOZfrXrfrzt8gURYekkWOLzpWx7IsJUmlbQYsvHHFm0Ktq2fnpSlwUyVe4U2EWJqZAEbaczVGorEo3eO//NCxNUXWaZQNHpMaACAfHJNJ0Ryud19JaBhr7U/K5NJ1iL9Yti5CQDdG+nXzfelh3sGcgXK6JMnvn//rbmemhNFkI+mSH0Ftspc682jGIquawr////pbCM4QwMvrEZOLHLBcIMLhYQc//NAxNMakapICnpYnKTe0wpJseaQbt/Gfa2dekiRweto3dzm4xNasuD+oxFZPHT8u3X7Aw7ClBU6YPUBEexVaiWGlC731//T1/1VFqSNe6IsJPqWCaSD4FQ1H6xYxwwYaTyMLnX2QyD/80LEwxWBqlAMYJNkvLB3B954teLBdzwCLPUhDXD6DESoJoE4iYGIUHBFBlwtXoGj24H1KY/+v+z7erXSG7cJmFbYUiRczPFGg7NZUzDDY4GbVqCnXyonYdx1KpJ8Y8sdyMsgZnxCGVj/80DEyRPZllAKYYaaQam2iKFRUsHGiBQKuFgC1OKgBlfL9ru4j8bYtlXyOzfv6FpVog+CuJmHCXedHqo0y+AY1Epk+eaWY1A4NyjmzHgUQgcBtVUFuDzJcTK8GNASHzj65V7nXtQXaP/zQsTUEzieTBJhhsCwCKPHh8iKoQMcZfYB6zbrmpOvD4ptWhiUasJXOWlrluZWwLpZQZoltyU1lWWy56zWbSMAj73SgI337MukKAaWCIXsySTvFREzmDUljJ6fxXs0190p2CtWE3ve6v/zQMTjE4DqRAh6RoykMcC4TXLuEZIKQlwVm4l+ya7yJcyIM13ylQJy3v4The9Y7JLH0xs9UNiLllamF6SgsO/emqVV0dXzv3+933770xwE89kfZritZG1U2iU/////vd/u993vu99v//NCxPAX4NI8AU8YAOPtug0fVw+ri2fCrCff+Xn/8RBQGwQCJJbK3AYEwKhQYDtue1G+vy/qq8oAgmJoRrjjbF1kSx3R4orDjFcniaksVnqlnVOzGZwuDKMXJc4kZsPg9xyFZ+PVEhLu//NAxOwpQt6WX494AFRLGtamLxoOQc67zNA4pZqgXhoJVJBSmdAuGlrKd3Lq7VrnXHcQDfN1M/nCVWeQdOh5OdGtG3//63//9f/66TzN0Zv/gBLf6xotfj8I8wIGiVighpzzN8oKii7/80LEoiQ7Nr2/mGgATZh51p3k071NT2ccs5SLCx6fwyypsqq/E+Kg1AVACg2Ob2Zv+ZVam+2FhYGwsH1FCxzXxCqqr1wq0wsdetqKioemsCoBYFINRVVWv2Y5pJWiRUVphY61KOuv/5X/80DEbSICyohB2EABWmZrYWOtRU1YU1YY64o0FN////yeCsBLA2KSCAQMW68TaqMgZIEUVsmo0OHCoUf2sxxaCekFyqBrcRlV/Oz8eaubn6Td33PtaFVX8EmnupASLREbPLPdvZ8LD//zQsRAH6HuZE1YYAD7u91uTaZ9rqyO9Wp/5mbZvWtm1hylae4so+eKNKk5sC6j0i5064GhGKB1aOWBoNfyfTRtOraBQ0hZFJZ4NqWrsW8Pv/3/0ADCelamH5oBEoDDT445s5q5YfJ/nv/zQMQdG1vapZWJOAA8Q67yQ0Ycafu3UmrmL3T0rOGjVPP/p/1HhIF44Ye8q7f/b/84gAWXY4aSxNxIGn////+YDwaEACxLcHYlkwHiWeDwgf//////+QBYDgAsmYrDbaWYDAbbbaut//NCxAoWMy8GXYMoAuuOsC/21ZVFwqeBhNP3k/KYjadaHdkRS3yLGKQSchPRk+kxaIQZX9mdf/R3R5xhTh//8//RFRxE7i7ix1Qe4mLen/9VT9Gv3Fh46/+7/lqx1uXW2NmVPmFBuMMd//NAxA0UGU7iXcgwAhGLYx74V0F2cRAjEEaeSHauztsZMWf/j2VEKt7rLfVv/N/3jN6dvBIe0c8Mm9v50OHQ0Iv2oLs5gqqeU/JfeqREu/O1CIV4381oX6FlIggCXRl9nCoxkgLGCCj/80LEFxN47tbwBpIc0XhiLwAzMEGAcoVPhYgttnaZJbqawumK/2ZGAM0gnOlyeTCmcjFajFo5bw/kAJQc7vlDhSCDnh8bzt3agII6rhugRIbVVglQKUlnHf4G5AocdrpCxulA+3nVLHf/80DEJRRBqt50k8qYOvbwtr5FWznfPl3/i2jBVddGGMvhb+gWv1b5m+dvj2yzsUwTZhf/////3ZKCIwcIeDvBC4eKfqJsM+9awBh7EzW4isiFD09AEj35aARPr3K1EXr5pDleOnyUVf/zQsQvFHH61xZIxWS+agQCnYFDN9JofPl//lL9St6t82zs4U9d///+r/esRMLQagkxHHG/8oo/44D1lTqCNp80FgUNmEW6EFL6CJmRzjo9c3ZQaagMKMz0d2QEii8019qfl6mXTViAyP/zQMQ5E1nazlYaRIrFvQYYmqx5GixY4cb6P//996SB3XUIIQZoiQEHvsY2KAhXUOW4dgUPVIDxISClCSilCa9QlospsSic6ruM1ZLzjgdTRm1BEx5spfcEqVNHkUqNCg5pEMssQ2rG//NCxEYUYTaaTkrHCJVgQHtf/////+NcpSQVCgCck9TPCOLI1tV7YWJFCM5w5C0xNLVR5IO3/d++e+Ur+WKkhmFoA4zG16OAYS265J7y8ouzNq23l310fXVUZ7ogNzW9uo9hiZ7KEFSA//NAxFATKb6JbGGE2SIdgBre6eVrTBIzGFHOBWtuO78veyUb5djdDCmIRaemu28bfdtv3v1OzzIjEX5hUjjIz4xAifNaguC4fiAEE0fzxEZVIhUyPiQTJU+xf+sLvStEBxJwAACUCNL/80LEXhSA/pEfWDAA0ArLuFSmckA6AQWSmbyGh5YuwBB3zGpymYah7UIysvgnFUtpR0+UDZg7Eop7okowSrBYlC5eneD+SBdBZglItJ0HNAJxAQ1Ess0r6NW8atn15bd3dQ/WnmF+EsP/80DEaCPaQoxfmngBzeP/mril7f79JE5Gif/UI9mx7n/f///IA81r7//+eP0dCwoI7lpXdUsVpfAOIIMDDORnnzkO8UgnapIG0CDjziF5esp3ixvngerRBVdofRLouK1JmO2ab3NDMv/zQsQzIPoqyZWPeADyOb05mUPlGQ4kPZq/WrxZN4/xTGrqz/G4VX3+dQ+2xY9X+39njPSBuB3nh18bx7x8vrNkyHu3m6a3/+9pE3D1X//+MJ1Fv//0///qJuf/YhJxkmGXWdgKD0fPJP/zQMQLE/De4v/LeAAIzHkm8h5BpK/BLBGJ15gGJqdrpEehmtvBPFve40pDzJe113r6Nj2S8XB7p27cztqdVwVr+qAhGGqf////ZSgRWVh4RG5NimIkUCakNzQkgtJBVFR/gcwIJ9Fw//NCxBYYc2LCVovOXr4Yg7lhVNaKB5wonoZ4ocb8AOJQYpapW63/e3Qeikk3R65R04t+nqX8oM+TbqMuZQwM+r+e3m/JP53/16N///////zDvduUFqrmEaoLHKtOWEOdMf/4KgIMrW78//NAxBAXm0beXn4PIvUuLmmrsApJN3OeK3iqnxWULXF/2vABNvH0vBx5db3lBcJsVhCL2LYmO97aP/6/T7erWoUGH7P5b0GfH2+//X9rqxtV//////v6t5Rnw9VJCDAvANAH3SNMCeD/80LEDBXxqrY2eItCnH8D4CkMYvs0qmBBnCWJYLuYY19y/YPxz+u1B1Rr6xoHM/1bbWs6tMBE4spdXtmBv/L8b1GCb8Igr8THZb6c7s9evEz0un///r14kQaYNHlYUAQ/+MjTBglij5T/80DEEBPhGsY+eUdCgK6LRt5lJk2O20jaF4jvbEiFW/8qtz/4ZJVT/m8SyHcG7rM+/GOwL3TTOLHoFOggJXEDuRoPUnv//////gJBRSIGFScIMAQ/9/phhepSp2eRIoeuKItb6IgRqf/zQsQbFIGWsj7CBQZcZttETlms93Hre+7lj00l/lwub5rVsFAvI/V/X//29BPgD8EM4Avqd3PLIy4E//////gIkCoYIowAaYAfhD/PyeaNZIeTfBrIyPlfHmgLY1CPL/+IY1Pm51vKf//zQMQlE8oyvj55UzTjFed/O///T//+pztoIBaZw4XQhX//873P+nKFhcEyKPSFDLcm3/////aqB44cC/5D4wH/9BwZBdbRCPMyMDY7lZBJqVWu18/tCh/1J5hGUAKJ00bYDjORP+T///NCxDATmirWXklHUP0InQv0N1ShFN2/+TnuxDuBsArYhATCv///XiJyg3XsjafVIcG/R4H4XtNKs93Q9TtklfJ2LWBAcqf/1afrTLv2+rPfMtLvregHk8ALN63xU7EUsJQ2CYaeJkqH//NAxD0ToM7Jl09gAkRP98jJB2oO////+LnYl5E65QIFAoIYWSeBLD5CkpzKt2MNgdfOAYQrrTaePEgoNI1OpnzV03YfRiYm1uw8S0JYjYstb48IeUwt5GDStksqgAUM0+Ap9/pc+1n/80LESSVCOnmTmcABf2KONSfrF/cP/OGsfz7zm936z+c7V+5Xdrv/3uM5jQ3rk7DeOFyWTNSBZZEZjGkgWnnrFB9Ja3nnrdvG93///ra/mX97//+sMfxuo97////////xqfCOPiOvrEP/80DEEBhqvupfhigA7BUAvxAx2092GO4kjqxTpddju1WrT0ZWu/5GdTgTclW9mRnFFO12GIzmdT7q97//5BR2nOcUKhN/1/29v1ZVHBwguckFTq2qY3e//wcAZ/+VWgkbYd4noAy//P/zQsQJFCmKynvGEACyd3t7AQhLtQ1VVrzmFAgzTBhTSQZSnM4djsSZQ81//v9HMwNu9f5WFA2GQ7Gh1ABBU8hUkVBR9+xqp28Yj65ZOpk9KltLMTUBEodYeFyAVGf4LqorCsHQd6erJf/zQMQUFGF+wxxeEEh4ChLoTTALx+Mjol4+q0nWe0i8trokTrjQ8ATKvm/irnp/yKhmESvG3/afBdmy6ClTVmHikVD3v+3////ShbRH2ipfQlpB/7tIBJH+DCzKF+sNKLwKw4iAxFKV//NCxB0XsZrCdsJElLv5Q1N1sZ/7qOqxznVs16hjam2dEx+7cXwdrqpZTJOFHMsWxpuaplwCAgXt/L1S5oaE0ou9MouJ0FzKxcYOIhl/sdAFonLiABPSCp4e81YzoMTbIcvxRvArdzfc//NAxBoTqfrCfoMEcP/no48g16OkyGrCl6dW/wp+fhX5mwr8zak4JWUoIbTq3n5V0HuX/VH//rgcNCIm8X7BKWAiUwFaicuugE/OPnNyQs/ywC5VxiQIysJKUamKcoyWQ882zICNZmz/80LEJhQLSsMeewRpr88tG/zcBfoTUjbP16tobVRKnm//p1b//+3/////hnpR+/9WoVSlJCzN1Yyp2d4jIpUSD4rQmDT/CDlj7e7NtDT91RKy6WDZ3mfndTejtumPVDxWuVip/18pMyv/80DEMRQCCtp+eYTO7vqx9fMflRqsf/+ZtbShixX///1hUPipwf/Hh4WE6EADLbbQAYs+4WiZRMWgjuWtSxWhx3tVq1TVpDVAbzKTptH6q6lM7hRBqbf8vQqbG4C3N1L1bqJ1CpqX/v/zQMQ8E4tSrlx4xNLf5n/////////oZ//y9bzlEuUqAAMuu+Rb3tH1C0RsXriobgxfGLFV5sgMQ1Crky7pSlkWsx6A3W9mWSv/lKzqQpVtMyoYE+VH9m2KxUFAYKJo0oFhud+/xLAU//NCxEgUgaqOXnoEbA4qr8tud9dKZGkAJSy5kPWgT7VxTlTETQJFGJDeech4ghIQ6QOdEAaO8jkZu0pmZHN1VJkvNv66H6xTxNKt5UN//M5lMGMQK13rSPPKJDm7bAuq2qlF2hX9EhUR//NAxFIUGbp9vmDEvLll2lv+gHnjzb5zkNSC13RdFoWgfR5TupUltajGKzHcyyoViIZ/7uKVEcMCc4lpwkMbs3e/ZXcgurhwRHOZuAY4eGp8RFAfCB27tJcRTn/7FQFClRUi5QQggNT/80LEXBRRroG/RhAAVtzpUbJJGprc8YAcPH8zVKRiru04tSlfnzhQMf9SA3Fg8SWGOtSkuySB50Dw4RNBrFiIIJuH//ugaOaFB0DQaAScO4TwAEcJKBBAJuLv/90DRNjRO3gAiABrCjD/80DEZiVL2oGViWgAAcATcJmFsEvGHJQc5TNf////9InD+ZE4nmBcL5cPFpKGJae////a3//NTiJiTCeqGu2//2jSdsH/ZsrKujhiZabMgVL6U76UVVTy0MTuhEozppZ/+T/01yf5P//zQsQrE4JG5l/GEAP/7/6a1yHT7fhAZZCzD1uaII34dvUI9Iz+h/mYaiPP59+R2giVNoiJesgOx/8IBrKU7mtSRuFKs7UHUOyge3KyI5mTQjMyh86aZ2yhD4LBiwAYaUaXGgogMnzHUf/zQMQ5FBkWtx1GGACjADJ0slWay2lQd6Vwa2qfK/+/6jx1vXWMQllKZQyzJaKIyPaYaxtiGSBt8jaoYy8FmNUjbnQx3MVQfbn9nmb7SSYo4y37oyHt+m6Zfv4DPM6i7gOo9a6h43lz//NCxEMlMjK+f494AJWDDJOwTP4rfRiiwq03B887/0u89mR89n8Heot4uY1YVHUCWksSR5Gl1Jf5s9ta9azbkvbetRcSXprzQuBxqMOrmArIlP/8uaAQIt/2ixz/SHnJV8wcKxlbY5IF//NAxAoW2b7IAY9IAFnEtkzcjUiF6JCWiom2hw6p7Q/T/332e+4Q7G48ozAponi0TlGk8nCksYjLeyo+f8cRSZh5UxdfcrZ9XC/rL6dKNJn2+hLbcV//////+lv+SWoxoXKSQEBnH9r/80LECRYpvsb1z2gA0MXIG4XxgXwx0oZKpFdXIqI16qcl5eYtayAN4pOyBcSuYDsM20y1qi4US87uTiirRMUO6XUg+tZr7t1fR9bdTo9A2y2SztX////+K1kanUVmAhxsvdOGPatnoNT/80DEDBcBMsZWeYbqAygnSQPU4y03Be781jNRZk00p0NGBK2Zq76FQ/KKS7QYGI7tn6jlvnnFWHEBiUwmZWAoajnlywcDA4j84JUpGjPqn8Xg0fIUf/+k08FaDpFDCPaNJKvAcf6uMv/zQsQLE+mmsl56BOwFJLwZaiSA3cM9moTxqs4pgmqjhyR3qdCGuVJr+58fGzgvNpIXRbdULVvMiUFTKEb+qUX/rsOJGgd3gq41//////ip32oiAEUAC3WgBUgWkKnTzh9AeAFQ02e6lv/zQMQXFDmuiNdaQABO3ZPCGZmovhv4a7hUjU8bkrX7UjWUc0g4YI5hwNJ0g36/+OG5iTZyCyUZv+L///1RKZrdiTTvwSVRihwxETNRLlRh5gAMmdChQeGSmiCx9AW+xalxVHJQI7iU//NCxCEbsjKAAZpQAB+ggiQ085Lu9XOLD0SCpMNgvziEiBfAtNR2JB+SnRPHxI1mMRDLarkjSQjJz+iJX+2TuTvcgYz////MkiQGbh///wyICgAjXif///jwfUkEGhJIBAIDAIzAGBo9//NAxA4XoU7Vv4wwAMnmAWsJB2DMwHg4PBOQCBVPIBUsEdfhi919ztCfz3+6wtND9Vu3Okc372rt/+0J4/zqQJTg8/QXLhdrGARq0ayIu93N//zn//ARMh/qd/qWlcnvhQdRMRJUWa7/80LECha5uswBj0gA6OIqEuRpVFVonjAdkZApLE/UduG75W++n7yOFygkrElgjPmaMwuqzcIpZXVgS5u40Uytv38hpNuffb0v9+ynJJ42ntWrq///6/+FCv+FP+wcHMCkqyQJMykPi4X/80DECxaRutAjjEgApTP0x4XyyNeAypwkk8cp8vif8N2/JK/GvsksGHzvWntW2H2HX41i0I+qcXi/33IdhW18T2frbrM1b16rpdkkx6uN26IxSf///8Z/0Gn/5iqKJRy1UIuiPmsEwf/zQsQLFLE+3lfPaAJajvXoSR9bLCTgepRRz4G+91uQSz7ZUH4ep1FEgDKXYNge3NedHklWLomRdRmRRXs3OJd+s20Vb5bfTu5ffBGo9wq7///77aqx1NTVpxuiQfGbCuJ6G1GGDdHCn//zQMQUFEG+6l56RHKBcSwjJZFviWHt6RNftQM6TVzOlRLXLbUrc3UuZXwoyTkAWf9fKXo/NRDgIaCrp4KjQmROln/////qPQVrQHb0iUBBqitjylFEHoiRgscsVEFwMGU1KqmL3yEW//NCxB4UQbaxlopKkmXrnVCoy7JCakNizNVCox3qajjOjuXK7/VESr9lyMtVGDgmZYTCw2g6n/////y7gmclaNZL7t7NtuAB8SIsxtEhtJqVBoPR5EP4ovOvT06efzK6or0EEW4ASpmb//NAxCkTmhcOXliMuqRJTlCR1fcTvsfGepv+CCHLAhiBwOTP/xc5UJn5SI93PMjPqDF1IzA4i3g2BhnCQgr80gkOcPAHwW1uX0oYcTfYKTcEOzqzaCdVJQxfL0AsiCnnHGkinwYz1Cj/80LENRPh4r7uC8QUrzc3cMfQLWYTUhU5fAhY4FYM0//////ImCrllBblcorWD0SoB0HcBtLCWokktyI+SpOSncBufSEjm1FX7e4o/IEZwOBNsKplQqMGAkmyta/6krBUqQWVc5h1R5X/80DEQRQxHrG2WYY2/Q5Atvp2Mf9vxEVIvES3KQnDAHxGeA4iTP4R2H0yOT1C1iG2TpFGvfSVivmzbN/6plb+Vax0e5BexbiE9FiEUr4XhSfDkWQWu1Fnn//4zbta2QedtSuLHW6V2P/zQsRLE1G6eGVPQAFRyFUNySSCQSCGSSSRiERALrYxWI5gUAGDhu8xl8oWJpO8HgDBYNMeXV1NGgvMPNUe7fMONZ6UOc6/057vJmnTT1zbN//k0OY+OM6M9X/Po3//zDjJ55MsNyYOB//zQMRZGWrW3l+COAJJg8LBahpwqaR///y6///7f///////2//OVd3dLWZNBtHGAIHDIxiC7DRQOxICGZjEEHK9kOH3IUiknHiZ1ZCEGqsw5xBxEVHiYucxBk4syjDrGOJ2ImF6B4eI//NCxE4So0bIAcAoAYmYa+tQ/+7FQtEigiIRE3z8D+1uwco0lUUKM7swZr9tUdAtyrH6PSI1P2f9MrL//9v+q5L/+3hBOfQHwG5IiASG/p9zUiduw1PkEP5qH12eIh9wDyCImymZVQiu//NAxF8T8hLvGkjE8u8TIxDmsdDGMZ2YiOTZHY5UMUIkfqxrfkX/2rshzqfvs9FZZnNq3N0tXb/9NEY57KkdyjBgoYYF1tufsXUIh4iYmY/rOrIDRQKLejRYSQc+gMBa1u7uPmTYl2v/80LEahLa4up4KAWGHBXOVEzGVDOhiTIlG6tN9ZUdpWff6UmVhEj7NQNEgCCuJVlcRYdrdZ/+vUHRKdt6zoKqFl239ksblSVaYlzCgyLKgvCBBHoQf3IFEymV9/vmRJOiCdtAsBrjO3P/80DEehQZkusaAYoewHRDDyEk9GqRfpm/SypN5BLDgIMUHfF5gbiWr8x1UY6d/5YW22/7W2vkP7mTbKFU9yeqW1QE8Z7pXbe63aa688fl9NAwinAQzLLkk1LCPJrgtkC+spA8iYg+v//zQsSEEwEOzlwCDA6U0NQkxMWmUWauAREkQlDNIHxEGGhLAc0oA44AhgJkRYTGHoqDYykY7ZlIs7z6FOG1CIeGh2dptRDcFKGmmyLJGcgoMngYJo9cakRtBCzgYzjCsMMk4fhLGSsdSP/zQMSUGhmS3lwbzO6jj3xRvLmtvGNXBUBGFaf6mE0LwzofX0iBFZ9SQaKgbEJ3a/UqKKKAlP/9SVDaFWb0yMhZK5MHQEvMASmqxFOTtvrqquPL41Omv/KuHK0ZsFsP8uKefj7TDNGh//NCxIYTyM7/GAZeDjAhjhG/GAmMA93QOCvITVVNdCCZETnP/+K01QIEDAQIX/8qUoy60SSLajeD7CUusRxpi1K76J+cONdsStf4ap1vt5xeFlFgmzJZyhAhzKUMhSw4E2HH6OXqbqYz//NAxJIUCVq5kMPKtMgkMWgTb/7ZF4f//////r61AYJwLw5Ag//gGqoDGOJIExgQmjZNNfWBZI1foDuz/VWYauM9MrOs9rRmq1XImk3A8nxuz4i/CI/jCeP83jfCYryP7/8/v5fET7v/80LEnBRhesJKekVA/////1PiNZOso3DXbAw0UHgxN8nCE84usWWCX3xPEGOIxj7J6hV6+qN/wvo+lIcT31DGigm+aQblH1IvuOmdU6ltkFT8Kb/ZKviPP/////8iVARMKmThZQqcm0H/80DEphQiCsbOectArgGHsM4yFKftTxyrxSHogKD1+eqVzfSnZI0TbczTbFbq3UK2oCbmK/N0N1L5W5n6G+/KNyl6G6G6la5RKuAoyz/////coCrEq0k1y8FTgg93EZAKJa20RM0hgP/zQsSwFCFS6lZTzj4aDXZoHjz54Mgw6sLQzW0u49Jo76ICwPrxapo1UzX5lyXI8vn0vMKJoiTPKHVLvyLCKBVDUfvZ////9Y0aZRkIA3AAPVNKHzR8d40pchsNuXuuBXvrpdJqrbWQt//zQMS7E6H+1jYDxB7+Wj7u9h+PGByHRUt7ru/p7dXMBAjuWY0B8nr/nUjDqQxjVZ3S3crejmMUhCC4WNQp7CIqDwLdsAH+eWRRadeSdqI8KyswFoadRFhqfUDAU02wte7yU3ZQqZeX//NCxMcTcW6o1kmG6lHAy3coeU46L4q++Zrn/nm20JJA0drIjg9MyLhqxCKgoLhqbUInu2f21QAm04SkmoZXI3ACPbEPErmxF+RJoofCOEgSMVROybGiLOJUxEcjLjuFniPhS5QMxrEM//NAxNUUOgKVdksEtjEgJKIibSLCAozQz54LEjU1YbogwYAzo4yAATDp4VqGIhbRDxAMhSAClVpaTIE8ykrGJPlcToSBuKAZX1OzJ0qnkUNCYHMKg4zhoHr////5saCUyJoEHN3py4v/80LE3xRJbpl/S0AC/////zcnzA0RNyAnUj///wI4PgMr3vv0gQBR9++bNSdVZLEPFPsqlTFDpLyk03J+ii5pOSk9UPfFQal9H4Vt7yo2gdx4nzZzPJHnve2dHHw2uqkwJZ6riITzpin/80DE6Sf68oZbj4AAG7SUNZUGFvdSrzhizn56c0cjwPg3KB4pAynPmo7XGBeYZJW6tQ2/28fu8uQM1jU8+23fRk+5ql3OhsP0rmG13f8df/xdLZ7/FVVoDC2SS21JkNt2OAAbt7VklP/zQsSkJKsuoZOPWAA6LmsZXeiKulBVdT8hG5QChV4x/EoKrkwCyvm0XxzCzCtdOSoJDEtFR6rpyXUI5CA/31ZPrpkVVRzjDBUXHHnSxedNGO560kuWzJtduP9Oz7uayK041sC+bjiWlv/zQMRtJVKqmb+YYAF96v6zWs9XHturUus47i61ueQ3463n8nfmbz3U6lf3cvNq3yNy2PmoVYwwADtttv3EUGhaAAAOoC7rk9Z4pWiC2NP5+xl636dZEnUVSAFQ9jDwarg8hxsUWe9K//NCxDIhIjayX5h4AWp/jdqueIkQ08x1JB08V7dGfsyBcHjHRseu42mC8f7a5WFUWi5gOEdlk1Xer0o5v4kP5r8SwXv3rMeBSDeSfu7qxXz638fw5dTOOM61rX+t4iClzIFZhPwAD63i//NAxAkWGYq1z89IATi1qE/YugaAdRzTxj2gvbbhwmmFmR4AjUXrEO3a6R+vBA+rI2z20uRgo7MxOH997MYzeJYyUICNnIecvtZLzrY/52UQTcXuQ30uoyXpM39qTOKcSNTUD7rRtCD/80LECxZxiq22egS2BZBVBVQCHqk2rqkzkNxF0EIWvqCGtZHW/JB37DScaIogMzKaqxf/qUiFIBDlaZXqz6sVrLMDBJDGHRMMNWlSR4clP9gENzDygdw5+36Gpg4AaQAfjUpEbABGyWb/80DEDRMRIohXWRgAerkNJeRw1TyV9oGzr3ZU5Uu537qoxAmbInZtwQpl0M2gsFTYIdS5fv4Ch0PGOSrqKrYOET3oWdJrKPe71fT66kUJlqjEZhjnMnjVYCdKqAq29dOx8i5c9B9D3f/zQsQbGxvahAGPOAAuj1NqqGMpjqaLxqaRV2c46yGmrK/Y49dVNW7GaV13n5m+ybGV//u9Ua3UxnkUSrr///3XRTFQ/1rRBxTGOQ0acxf//JjcmQFZT//j5ouDh8WVJvM7f/A6gkZSo//zQMQKFGqSrZXCEACJBq7I/p/93fzuhI1ABjgZiEQn9fSeo6VoLNdkZdEIxCCCPOc6u1ui1R7nWcXQlPa8jPeyoSr0dP4RkHv4upLlLkNhhAnJoJIGhnaIl0ebWAaUHNKTgtSlRL46//NAxBMT2Ra/HAGMAI28vVf6YeagfgFRQIIfDAYgSJlxMNEl9ph/pdq5VgQcUgu9wwONLQ8SVUNcur8gcSIYDfb///9G6hfLLRUBmRyKugDsaHkvNNV4PxCBPxMydvkIRYYJIY2ogxT/80LEHhO42qo0A9IQ2Gf3AoGAoiMGj8YoPDZ2vCTWo9EqWhI9xVjisjYsadi7hEe4K1Htdv/6yXb6pAs8OgDUHZgEMtxwQoYkU1qmZoIJDeFAVKgL+AAwcNRxZnJiSZbkKswCyClNqtf/80DEKxOoypV0Fl4QAggmJJj1IKzB+DnRiHI45zGRrCrcq+N9gso2zXkQEeCPb/9NIgmlLQBPkzAojF480tqg2WU0NFDy1nW2mwGiaPkkFX9IsWFT68VmvDJX7To1Z12y8J1fQCYKif/zQsQ3EyjKoN4OEhLODT/Xd31EyRINaSLEyxIpUToj0jDaFKGAAzuRBxBhkHRXEgZXYMkDwmxJZ8ZDxZ/Z/kToqutVL98fQwAwwPzCgQuRIDg+VKZh9YkNrv/qbianm////vndlVaB8P/zQMRGE/GChB9aQADkV8Xun/l3i5uqAAAlf+s8t0d8dwHAoApRIfQAeaHaKJp7ocx9xbALABpU+2vhl1gxLYXMk+H5haERg54GEJsQQjCDhyZJEyOoUGJsAzDHIImmYCbisVUx9CuC//NCxFElmlqiX5iYAOQDkQXKjVG+9cUKF1ZFy+b9Fc62m8oEHMicN0GQlhMt/kiUDdfizCqLQfPoJpmn///+gog5Nk+YHifJwuIF9P///DAPw/XJf+gMHErxPR7irVIqiaHEIM3H2oSh//NAxBYZCkLAAY9YAAoQJhQ1pLRFz3HbNFT7SmaTAyO4nwxQjvNH0W5GWXid8+RjFqDZiSKaEtU4+fuvziq5RLY5PyuSqM4qP/ZX//32n1//dTaO////////9SqEk+/0gEBsPmuUz9b/80LEDBPLWtJXzygAIQ/Lb0uzUQ1WwE0cVvY33urIBZZH5L6+3T3Lqbo/K/IZ6Duvn6FXRthYc1V9+nt/r////////z9R76MrSNze6rUWdVWHAz9smngAMGwzir4JAm/4Yk+Pk+SGnin/80DEGBSKAtceeYTkEjiyZv4Y7JZdCN1nKXGul3oO5YMRs+0rduC6j87c7ap183U3OJ6//zeJLP////cUMtC0QCyz1FJ2CSpkAB14qowBe0bwPUlP3g6r/myfRuHcQAhay73s6YWNJP/zQsQgFdMmxxYLyhynr6yOeo4z0F4jAUT6dRT/GrjQ18BTpUW4308vV+In1N1/47o3//////r/27ijTjvLoXoI1ukqKoSX5dno0EgsqgezQsQ3dtDtCdF0IOLw9WTHwos6xFlZ1a5UM//zQMQkE7Hi1lY7xFL/Nyl6t06CmnKnR9W6+nR+tkdDZTdW6sLCQlLDf///1HgZaGiwcUBpJEs2DbewABA3XDqAorUowWapWKjf5Nf/p//+2nzvz/JY7tPOigbhBF3JdXI1Q4uehCP6//NCxDATOzbaVigE0QQQpTv/I0ihwNzuRtZAMxFOpwNw48IQOLDyIe+PE2wFNKPB9RuG/y+TS7OeWU///y/8ENiwOkhqoLFkf99BCBw5wDR3oJLQTgYcGMGc1Tq0zBW3BQyT3IIxv2Ej//NAxD8R8zrl7hAGvQaPXcIPUS6uIQ2Lrc7ej4gIQQTF4amG5oU8YaUURMVCI2cABkXKn+0TRGGw6bBYuizlwKQZfWEbTZEFBKhYbhFAsJ1Pzs8LqC+tzq6KNknvSk5pfoAiDRdhtRb/80LEUhQgTtscAkIQ7Z3eGjIAm1d2JTXCSUp2wgLZ1Q91DzeW3xj5HhCg8aC5NTAeSaPcVqIkEabUAkozWdQuKosOOpmZ5VixUFSnsbq4q2MJXqTLHjjkLjV3dWq97b/gJagy0qAcUHb/80DEXRNwvtp6AYYW/ZZy/6F9GcBdKtlNd70JWBDB1sSA85IbEwODyw8SCy6FhkJr+Siw5pFJ4J3t5XyWRTPFgqmwZWp+t+Wln+nuDqpWdnmqmHsYn/qsMKVKXRexBGbCJjrVpEVzef/zQsRqE8h+1x4LDBBAaDOThv2n6EcAKpniRDCA2mQfMjWvOvLPyBC0muJ1FDYDyyUUCNWRJ/HsYaKAi//97ExJIRE432CA5hqWLeSyTDPg/LyLwWUXxCX0oB6fVLQ1MtwOrLs3KKv+pf/zQMR2E3ji+xjGUqayiQsljG0+bm7AZDRorUDrhIMLmIhcaPIDSxF///YZ1JxXqbTq3/hpAAErhDAfjciYgq/e59kgX9AteONLX8LTAxIA/r9QBTpsmi9WX5hE0yNIZiKVrf7Owk5i//NCxIMT8Uqy7oPKbKGdbIbNdSSI5pVmVd3BdvVZQy7XfCJk69T61QAACCVYX17uB+W7TAGLWK7xEt5/K/XcyGZY0/AknZQMtalVHYsYnIqd5qjQxCo2lv9DXmKtRUjf/TS+9N1QccCL//NAxI8TUbaSLMMKhLKzt7vtM2cotkkt3pdIfUpAZuR3c5AN6a8C7LT5UswyCTrompej7dIekAwlI6Yq+Sa5akNblVV9mFGlHIRH0Il9vapqoZQj7tJfUhQ5Ear9KCiYbt//apI3SnD/80LEnBQZsp8WwgqsoR0dux0jaCNufATbWSkHyQgDkgHRcCwvOISx0whfWHjuzJ0JcXEDPh/5E3OUALQRXM/6en/6ItQ4hf7lczemgt3DuQaHwxRIFHf80H7JFSpVtCP9XSoFyVqIpyD/80DEpxP5rqG2eYSuH/+GN6ZqUkEyyxWdmNMwhpzR5g1UQCZJH0mWNLktnYaEBwYE4nHFlOtFq9ljfKcOQ63SDfkrUx/CnBbKU9TMW7lxLJQNj5HoWernlH3oo0XlgTz1cqZac3cHXv/zQsSyFBmilJZghujb+s/EbNZsas5tq+psxXUb2v663i+81k2SEQCWZ+LNr98r9PvcuSRV4YVQMiRKkvMiAAQ4ufO3B6J8/hZBmtxJVo5TLSJslYdS7UJqKTKXcS/vmB6LUOd42s2fZv/zQMS9IgnqnR9YeAIoEV5tLQWlgYm5D1VbRhsSWvmItLGtRJ1c5rqfcsV8hS/CiPJ16OyP5WJuiSK6G1W03QXNtYlwxzRZ4n9n8Sabdt0xB1AiZ3fsEdmhyK1cKdRpppZsx7CE2Khs//NCxI8lmi65t494Aou/////+sRqlSKgJVQ97Nxeg8tbxYAFx4vsrgrF0TGReI7UFxCnAtHEc1BiOdljwecasEhK7kufMFYmPJSViAWpr289N9hjUteQJbJ0rIY+y1bvcg6bg4luz6NO//NAxFQdikqxj89YArHea0jrO5hvNS7+f9nzLL4inbo27VN3/+q7w1Yj0GQmBwzVRQEb0yMfzKlHVqEXZez4qpp7WqZPMWqrhyXSTft/UWyn89tmOUCl1n7rxSmnvZJpRHdhDlB66GP/80LEOB7TTq4mwwUv4P920oDUVa6e/9oO/7NR9NUxbrzpifU6Yo9HJociIoQ6IYCGZZG1J6bpVSmavoVPmM5xDp////9v//36PlKZyiGlgZWFBxTLB+dy6SJa28kljgMYnBKrTwt5Ceb/80DEGBiBuqVuwgr2qB/rX/HWuy3mqm+wy7pha/rehgAwCx6qCoRYq2v/v6VVxYeOUkkPTa+W/qXmMyGo9AGAo4jslj3/BV4p/7nLDSJuw/3+ksVBZJKNeqmvmAGGNfNP1voYgYMeOP/zQsQRFOm2rZdYGAKmQy/LUAJztP1jafLfLsBa1GFUzufI39BmmGAjQwSIlhmVyZGNhQgrdvX/z/vnf/hpY3R1Eoc7oT2/A499BljFJclajQkzNGCdSlQ8GljZ6YhcoOGAorBla2CNsv/zQMQZGWpKkAGZWADapc4mdguAw8+49sn+YhFsXJ2XJlcIEx+3XdKSwaDeejfVf2yrvN7cmboEP/8T9///dTvPuJk/////11X3/jvHWUlA3mr2Ghr//+ZpRYAW7Wm4mLh/Lq1PNIQ8//NCxA4UqVbFv8lAAowGTsw3AGU2d8r/hkb13Z1Tqau06v+irH4q083q1x63DuGRwqDwhwcUJzI0AgyAUHvaBakXkahY0qz////OpIuGB4SKUq0RJv9I7N/x2mnRXqMlryLR4D6/a0Od//NAxBcT4breXjDE+pFiUs1YqEvuotrlmWU1HgwdnOon55q4sQTzT0cy6fYlmm154uA0PpG5qZYDoWdf///7xAD4qBBAisAHNoBNGw71ZgRAhaGj7GOujn0II6iGOLczKE/9f9/61qn/80LEIhJyKrm2M8REpn22tYyS3I3Rv/29BahmdvU50zuQ9CIV1EIIej///+fh84QzgISgYkEIJJJBCQa2AGPqaHUQU3FZOs89prxdSgA1aCif8hGWUCE4076B9bodF6M2pCajhcLPMv//80DENBPZQr5OO8owdVgMRLBM/AZ8VAkIok3////9syJ0guCCiYISFYIHHiJYRpEDD+XEoUED+aL+MOUWkWl1WSAXDoVqwyzzjT6JE+WzgtY7N1ayjnTL2MBGch4ky3Lvhk6ASAE6e//zQsQ/FGlGun55hOT/Ez6agarOyrv////+CutIakiCgNkbZailEH96NhLBfx94wT0MNTsOJG3S20vx3i3OpZiiLJqHb2R+oWABOV9DocsSmU0ikvIHlOmvXIZEUtla//KzvsbxY01BH//zQMRJFDHmtb9PKAL73////vsWSgAAL1Nt/d7v999vAyCPSk0ql9MzZZEnXlKoiNGZkmgyGBKYRga2CYJHAJB0Hw+2LGjxUypmBVK0NUh1zhaYJDmMGocDiyVMgMBEzscP4Ou4Lamr//NCxFMlc9KyX5hAAb9+SVt0nMgUINeeuaGOLMlX//jl066qvTlEpN66H3//////7+73L2lXwjmECiY8aLj7Et///////pGZX////+5BtC4COQACRgD1VFw1Hsrf/////////////6Nq//NAxBkT22LJ/8IQAfdnIIbqqWOmqkszNRJLsZtznZ5iIIdGCBR2cDs1Xau9qXIzw4YgIDFhCFQI5iKU5TnQQDHCIpVWhmZ4iH/AcCfRrgCGgBomseqsPUadMsc7DYR60SKaEj++9/b/80LEJBNLXuccQAWHn2i96df+v69erPZ+/+zd9Lvb/////++vfCHOdTMbkEhXCEOhDojEFqwqBoVnd4l/8HD+YBWA8FYQ9xRtHxaUl8QnFRVyrh5LDHeeoZppgvRTKX/NCyb///+RPmb/80DEMhNrBucaQEs3Qgv//9E/////+3RvlMoROJAMJlfQeIGfaUk1JQeHdoiIj/V6AmiDCgVNNAeF1EHrIHxiExEhvsI02dzaOhiUESi6Xws+m5EX8z5ubsoGMHmu5UFDfvtCT/Q7Yf/zQsQ/E3FK6xwBhhoiojp1q89/6VjJY9M2260X7X//WsPrMEAhFk0rTqUvXgvxSte4WEmA7i5DdREIxvQGoIXIAACFAhFAya9GuTlJuYlkQjJfwvAySAHIelQNt6StQu3G7Zd4g+IAx//zQMRNFBDK8lgGMg6J//oVJr//6+gYDg+OVkL1aeIbhVjhNEvgOQ70awm+LWgLRNJxjZYLG+e29i+J9Ortcmmq1K/DsJCBER7XmRTzcxmI4DDa1Mz1ncszlTtMZjgnQ2dokvq9moBu//NCxFcUaarNkFPGXaXAYf50jk1PqAXq2dlkUpZSgBgRvwIPUjARWJEH/Gr8iRrxo9FIAo0f5V6CBpEGvRI0fqOn816Ndgks15CXz9NS7LCQt/////ZtRXWxtxS0tNSaUakQoV5wJRqg//NAxGEUGXreXnoEnOhGRk3Ae16gf7uQQhivbqedYuYQz6/RquBecvkmHNG79RGggdsT1bp5/eyhiExB9X6+vRtwWL77P//p/4HUkHj4YoXUJRGqDkaAYXSAMFrIwl9RkNrVHkBT2Wv/80LEaxSiEvJeasSajlbPLgtebUCcg/8MLvUCqiKTMVucuh+D8viunr/r6+7aE6+/vz+7d//////////94OgKU7WqrIEl3nvYDD6zkfTje7eWLeufqyQxQnU7JCitDCvg6lq1VoKnTf7/80DEdBNLKtJ2UwR1E5dIvOPcKEdGa0uX2P9j4zf/+xfl+yy+1mTLI14DMjD2/////9DQ4DQCLU0zLnAeeEH+EmK4Xh9KMR+GBlAPZVUVYAyRlu1U780heo1OB6KbdPqjf37AKzSjKP/zQsSBFGn+xlZ6BoihvJZ0KfHrtDopgOdsuEovca3PQV1nftFWe13//5EkRFFxuWSRty7QMZLi+ipCkNOqtZDIsIZTKyqfQKRZHHsdNkdLF1UStm95ctHu+qmun+3pzd1opS2LQGSGJP/zQMSLE/EqmZZ7BjRA9Kz6SmoBjvpobv//+uUoJhEHDKrVAZVI4l0OQrqwg2Yy6J1/3cy87sx0qUv9H9dP///7e3zvVCskIWvOrhC9z7DKjto3w5AG32u/2UwgCjDJuVzpc3CSb6lX//NCxJYTybrKXgsEFjhibttLfumoWlsHjcffBlk6wNg6W5evMtwvyCWdpFogFxC7iRQCI0xma63XlsqlMIqt0huErwhhExAYwB+OVfb/T////5OIVLfPn////3zu0ruxyPT8PLO8pCdo//NAxKIhC26QABJx5MRvFMQSQHijDC2TH8ogKHhyCGnPxEJY4kja5JG4q4ic3bzleUxKKe3KZPKZrDkP0N6SO7GmlyyCdNMbtB8COy0Fi62VbltINBQaE5DFMpr7NG0gCAi8KOgXCrr/80DEeCGLZqQAEjHEfhuj+QhXEtcvsZosZiwqH3t//ktjkD/qoy71ToF6rJOLWQIEhT3/zISGGoo/Z2aHSIfWNRLgJKGWYVxKwwokM0q6/o/0FTGzP/RylN/5jeylm//5jPagEAlDSf/zQsRMFjJK2lxIxSoRDj3R/wV/U5QFcDJaEcjklctrkT/gEwgmR4U5RIYSeV0lFTmVkK1tip3cOt8JU9zuaKItuZrMaeiSWrZ+UEb0tmSVVLJimGP0ruV8qsY1rjwmMSZYd//8XQ01Ev/zQMRPFVl2rlwwRYIeB0NHEEm1Ebblll2sgCZlu/U/6cnP2HOTq+bjqT1h4tM9lZWNYPY/AQPiQTQNnELaoSB4IJtLZVOYPuies1f8ZZEUcPLTFZGUcElUvlJxdrXlZ1XvS46wi+UA//NCxFQkkgK+XGYTTm5SKkCXGGN1LoPCqd8HZYPSV6eDUh2zvxNy+UR1icZk6oEDtKCfo1CQqKxgDBRnzplHLKUAZB4ZLwf////71XegStTN/Ef+E28QEMfGJIQJzKSv/L+4aqQ/T/8Q//NAxB0Ycd66WsDY0AE+HFzv8v+f0YndBClTgOTN5Ncx5c/NLnaGvseB4SCUWUxAXRr0Jttc3yV39gcbS3/MY31kbkF0lFl1zCnvp+PJ///+VXyRc4epbWB4DjFD7FDfizrDyII4uwX/80LEFhMY4tceDpYE4BoG1+iIOgBq1pKkSa1zR4ma5uL/i286FtpMoK7NQSFRF5XQFXf/6hYsLjSIy/iE9/////7yyoCGUtmlO/7wzhdTZCtWHDeqFZDXr/4cFL8rtiXP5NgJgFFp/Wf/80DEJRNIdrJeFhIMYChMIDvK1NapybiqHpX9KVBIYHAMsXOsArBC5QiyN///7OhwjMPU9NVIImyJyy2gfW9JMtiPdPGoqR+jGilG5tyRz/h/CPpW6cClnqiN/tf6EVS///6pSxxML//zQsQyFAHOsb55hnLPuflTTplPeVUVvgqmjh4sOQwyRpjJBz6H/6k1XelAIqaO2zbASvhoPJWPYjhEG6IwLbzmrs/8jpl+1JbGAV1Bz2jGxZlkctIE6iSh/T69ztk28v81vPzLSZl5fv/zQMQ+FEnOjb9MGABXYc5tGnujpS4yYuRWjqhFFqP1Km3ZJZZbbLbZXIlCEAiOMTGLDxQwykhTHDxouStEydj95KkkCEbVU+XewpBo7zkRd2QayxP5cQhGbn7bXmSiJsH4jn8Z0M0g//NCxEckS37aX4kwAs3mWyDczO+nFMh4xMECPKeSBWgzwwH9QC5EO2//z/1CUFH6nv/vfvjCwCtmzWLYhjJu5p21n8bhRx2do//////////DRigt/h0KVRvt3eHfVxUZMy1GIQC4ltoH//NAxBEToQ7qfcwYAp1r6RrYGMnkJZFoE4qReHlKm9Qzf9jMjOn8CrCF+qsaYDwUHiUSp/kpJ3/SWHoBqJQ0WDoNf//0ETtQiK7FWKdF2KdKUyYAJHNMDMASCr0OlKRnXoVtLVpr0+f/80LEHRSQisMeDpgYpwDfjjjJgSTDgz+M4Z6WXT7GJxRYYGFKF5QaBBYIHxXCgb/WcHDouGxWcTrm1Gv+z6VCPJIVFajtttjbgD//67K1dW/+pGFYYt3UofxPsITLLa4XExgiyHnW39v/80DEJhT5uvZcwkbW93q82F6cgTNsJMuJFVi8kmG1FjqZPi83ewQgB2JXKXpkf9+nCPCEhPhx5Bdv3AOOH/rBCPhAcp3rA4pIj0Hltaz2lMQi1DiEAGYp1L7/Mtr3N9tL4si1VZKtWf/zQsQtE/E6zkw7EDSKN2az26ksYFS4VkMtUGCIgDwNAjaVqBKTB2Dwav//////tvfNGeoepNwWioTtRAS4HxF0N5KbesSZjfcGh4P8X2VAp6oy6HenE0IKPQ4FK5kUvE28udibDPpwzP/zQMQ5FDjfAn4Tyh6mJjyweeUJSbb5QlKO////ueXHyRWcrydTYYVnmGpKTDggH4ZTGUq3uUzohTAhoPU86sVzCOdFbouxSxanGE/C10BHcgGXcOThB+cUVHX/5H1Duh6s9Xs3SGKy//NCxEMUaS7vHgvEHoyjENTf///4tkpdFO2TckAwlmbcfAEY/r6nAyvd4E82cKgqTkVbjeViGfn70eKhTqobxcUebckAk5dUbj3r6menlSzYnCZ+LPZ/fzfXyjeW8nkq3f////qye+jb//NAxE0TOdbHFHoPAIYc7f7gCcs+reROoYUTLkW+YX7Itpg26ysa7DSPw9gTDKDtBkEyFmDT83x856hUWMRMM/9fUh7tyn39/T0bz/ZuOmLqLc9////XiTPb4pU9AocZsyMAzRcPsjz/80LEWxPyAtZces7GsRcVHDIZEc8aM5LXxQ9UrE9MqFmep5Snc5ORxECV02QurqVUVDdC+UqdW1ERWpkQ4a3yz7pY7EpmHf////BV1mTiJ8S1nUiTHJpUEApqG/DHIATVTF/SAK+ivZX/80DEZxRBRsJ+A8ocVj1SU+ky4tmWpQIUJPBPnXUjSt9n/oV+p/1l5rRssB2IxQeFFT3YwLAQFoOyg2SeHb0r///6HnQoDMOrQgCDGlZorJNqpfrawIAK4EnWLDMS67uoPKVSkcEjyv/zQsRxFKkipbdPGAIIV6tZbes54J4WmQ+2HOJWWn7vnzdLdLegvQMkzcYzpKNS4pbm5sZlEhmw7C6uUitMkSXMBvMRLR2F4ZY5DcoGh6YIGpqXC4itFTGTGjDkJA0WowHOYGy//c2/+f/zQMR6JSsKll+YaAC6i+SZuXRhz5mby4j/////m6acvmRoXEGNE1VhQppySCSSONptTd9Zst+Ocfp0mJ14YaaVjpLU3bZjDxmZOZZeKB1bP2fbrvRPmt0FmS001InTIKNZlW9FNaKS//NCxEAkgybSXZhoAs0NyUU7LYrWYrWmgtJjdFbWUkgdJ6aFls9NKo8kPcTw0KE3TWzKstEyUl1FivoVOsuOg60jNaaZRL7oGZuyNfpLZKpL6lMt79SKzdAOP/hWr+qKmRYh1kbTjY/r//NAxAoW6c7if89QAuiAVpAVNQrLNt2EaKX1CuacVkX29hI8ekYvB8eEbPEIcebHyGHIFAYhzCDZZoUIpmzC9smpkVJokl1My/RvP9v+uzlCVc60tczd6v///IerdLoh39f/9Z4r2nn/80LECRZhzqkAwsS0dA4oAXXazrumwKT8o4Bl9skKC/ewRZf5WtUJ5bT3jYSW2mblu3ey+j9W0YvDgnacM/f/p83stBApDwLB1QlpO/////FniAHRYTC5QkoTAqJKBLghIA/u6YqqB1H/80DECxX5MpD0yYawI4yo6F9EVGsztCnq3OEzOgZ25y9JZ6x2+t/zXyZAC6tWEgNJXhcy+MfLG2MMBSB0JJPfoW8rBURayTJFs9////w2JQVFAaIyqkEWlRksOIhqF2MdIIgD0QHwPf/zQsQOFdmmoR6SCtaE6BhOblYVkQMaoSy8exI+jWQRHrn+A4muQAaVPLX917qVLfDtlWxApIwA34fPiR2a7NxvUfWz2Wf5Vazr6YFTiS7fksq2Ejzd6pbC7AAM/W8BkgjZo2wS8VIHzP/zQMQSE/m6kHzLFLS1jTShj1nOwCSfEvokefvUvxb890/UypPXD1TbLKH9nEvbJ6Mc/ewspaJJp6wnFz1b//vypJ5b////////0Qb89SPP/eFombRyi8W4G6OvJp5OSnwtTUOUfMtR//NCxB0b416k9MNK9Qk3aQ9ENamWpIcjZ0b1oLPAXYWaal+gg1a09ZgacwQqMRLyX6b6N69yPmFGooEbv1O+QjZCNnP////////opsgiBzzmAQCIcQFEW7FMIh851FmFBdy3+Kn+WkRs//NAxAkTkca4ynlUlFIL8UOJVeMJ2IcPcgW3fy9BHiYo2MwJi7j8nLtV2/36nKp6CFJqnme/nevRWQxSrSBgpUQULvZK////6zsSoFj0jGnnhpXABPwipCPPvMQEyyIc0o47S81by4n/80LEFRP5xqm8eYqMcQmZTIq3nU+adMzPqYX5SugecpjRF+XQ1JjSyutQ6BZSurVm/1KyfmlKHRW20sDQdqPf///893EsZEQ+FQBTKsE+AA53uB3hKQTIHk/FpUQyxQnu1Rb20ir4lWf/80DEIRQZ6nhNT0ABHJ3ryEPtjCCjiQaBF0tmczNf///H6HHoIzX5M1//r/7J8yPRhO7LTLUodgqyH/G1gtstgtFtttttsYrFgEkx/qNQSPtBBmN6SC/G58eLjnU9xq6dzFLkR0ajgv/zQsQrHvva5l+JOAJ3+5lxJEsXjU76ZmjTjyI6NgjCP+v73G5cxj3Hh0eFn/9CBinjcmYYp7w2QU8Hg1EYgMsiL//7+jGezH0Jj89yphpNkEciND///////2dR8g7/bVYVVlaH/jkkYv/zQMQLE/DW1nnYSABWt2ddnKToCOnoxNZhAg2CbWVSRgDmZVLNpyOdRBe9RBHJzm3iQICgiMh4MCgq0y0CFBt4qPPrPiM8D4fP7z5/c97E/6bpCAP94L86xBgDQd58he1TWGK4X+ah//NCxBYTST7BUHsGzdgm/XDtBn2DDe04UNfKGPzM5ioTBYoBU3h//1+RCbsEswaNRmBJhCcJCrEil1+ol//rH7u2nW7VbqcaWRkBR/m5GXsE/FEHmurBCDKbYy0F0zb4d5JndHgtjhm5//NAxCQTGh7WNnrLBpzLXgjtimia/Ud3BW1b+qaCZeXo/+xdX69G///6+ROOb/////tmZYSqowiAIP84HJrHSYUauzIYThvKKCxl8MupCIuNsQ6J8twjcneEhcq4qrVXTwlHYyCR0qX/80LEMhRpdrVOeUVEf9RFKiIKLoGA3oGbUr8RwwSmpT/6ZSt3/////nIIJL2RKyFYAJAKPtYTDHzodWdXGkJRweNo5nDWdG7bfbC849SYtXpBJ6q9ooTG5Uu7nCMzMxn+Ovx509PVVH3/80DEPBQhHsY+W85YQVrpP0+yI6j5YSRX/////XWfSLDVdGZo1knkuwHH73uC958rCxZ3tVbEfdWAICUDWbZ68Mh+7MBzHlJN7jH7pQdr/exp46REbizav4MnVuX36Pwvmfv1br79Pf/zQsRGFEobBv7CxNJ7k6if/////olXSSpCBGP4ACZo2IJleSqLoWMJRs7KYCJ7/lSVnvCxyfuSPZ6i26EQDA1Oceucz1Cl7vUKJYrlDHoGdDa3MbFGaolqyyZWvM0zulPSh2BgbgR81f/zQMRQE9n+qV5iRM1BrfgCZgkETZdSHNZ47JqmLhqPt2JMeNWBwG2WSoNB7h4E3O0kEzQn/EQ/pCp/5+WmKTNOsq/a9m/K3BMEssg+9YifJIDoCSdaTePcaMr0d21Cbcllkmckl1uz//NCxFsUaWaMH0xAANqLQIA6W8/ci6CR8mFMwQEcjKhYlS5R6i+CWnDGy5nrk10RDacP2Vxb4qw1E6aFKZMdVPn0O8emaQG6b/LVM5zW3DU7BDvvOKUeRKsmM5i7t8+FZPx8YeRI7GY7//NAxGUj8lLKX4l4AoKtRvCDnGh////////eU////5pyk7OdnH/CZNvIgE//85l0DnBj///qcGIFRi2pNqWW2lEEomJIn+doFmv6ByUOFkFDMSTBTBwUBEO8xiBFEAdEHjB9sMtDVqL/80LEMCCrNrJfiEAA+Nq4+GsliRUn5hZTj+DRUYToWpSjRizNzc2cfpwqCQRuA6GB0rXMWOlEQXt/578nLjm4Xnc9O4aRhQ2LWvn/50In4naJ/qJl+oiRjE/9aS3+Jk0KpbTW71KyUYf/80DECRQwjsL/2BgA/9pjZp6fSr6AggaEyjRzRLWgCESzn418+/rutWTM2DBIKho0Zh+t6nQQyEE3icLkWFSApPtF7Ccu8UZVpiYQ7f0/////UwcpAD0k2ZRYEH/wUCbvBiDFQrbAsP/zQsQTFRkmub54ksiCY36vJGjPDQrVKP9q5+gWFBIkjIBQjERkuJhWwiLwTSRFWkVlh5AXgiotPUVuWx4CIgyCv/moSEowl/////9hYkr4QWrMAP+hegv7GpVKiCBWJXUZW1NzC3DAbP/zQMQaFDl+kF7KRpTxKMtzmois433/1O6muyQxZRRVZQ8Ed/yLPfjqlsI1jVS7/51chYfFSyVHT4hKxKSW0eMHELfV7QJO4ACSum6dGY1HBmYXHmI5FxJaX3sXqc6LxLYoRKiCb1nr//NCxCQUIZ6IXg5QFOIGmIJn9KtwbdNMpZLvyMdLbbf7uYjn/jnIEeaNCZLWH/HOWs15gyCQ4JgKtQQw/8KUFVicxLB0hPtYRTRqrLZfahyGHXv8ritv2uxn8P/Lf1zrdQmCDiN80aSA//NAxC8WEhKUqsJK2bgYZntf+E9hi6NukArJ9tG3WThluTc3EAIHGPO5Go3//I2QPuQOBwOEVQSwCfPP/IW7VbD2FIccPgoThWzcAY2NRfqVV9vfo2o0aSQ9PvGhAn1//7S8EmC75Af/80LEMRYiHrT0edCw6dLfrHNtWzL1iEHd9uiPtXw/636xXuKEQNFJCAt///+zAjksUu42lYknrtUqnILRpCbZg5fnisnCNxWViL8rywO99hUN/Pv0H/15j6PPVnepXIn+xWbX//zlEpD/80DENBKJou5eKwRWgJibJlrXKbNhJH///+1bnsCCSq7miqqppZolkFmmG4+bcZKjs1touyFX1Y0jj3I5IdJXb59Gt8MV/jyMKyYimHML5dVoK+qsUZRKnuKoiUzZ1AoBQVdAQlBUaf/zQMREFEFCwn54RwxQEVMf////zuIluIwaDALjTXOwD+7mH2BKC3GqDPUQdsCBVthT6e6tVhxC1Yd0QU6ZrXqaoymdgoU0o0tnbp8zhWQcXDbwiW6yRawqhoTG3qFnqOFf1CxApkyd//NCxE4UaTqdt08QApU771UAH+urpSuSSHigKUAW5L1gcoMUaylMpUm+StYE+fmIpyaiiT+h6edqdtMrp7isg6uiQu2mJC5K2rFZGYuKKAJKJ36a01W6i3l6h1sOt6Pyy2Mg62/7s+u1//NAxFglS9qFnY9YANNQ50T/////T733397ETiSe441c3U////////ZUMo0Z11DEJXcapG6IIA+lv//////5ytn/////k9h0yasq8mshf/////////////////t2pskugt9dNCyd2mb/80LEHRpbaqgBwYAAkiYIuxo9FNI8Zm5mT6zBlHC6Xi8ikTZYMT80IAU0jE2LRGB8A8CC4zQgwBKJ2FdAJQ8QsgWghA9MUELYQMki4aEDOF8uEaO8gw0E5hUWSb7/b8D9Twv9zNpMKRj/80DEDxMLItZYQA+r4rebSEuuk7qK7/40+KZo/+bTqa+W5u0mIFyJuB0ff/1/1MVKLQfMOVbsXHB4keEQOgdDM4uqlB5LYptDrSq265nmH/+hKZwWcinh4slF+aVBMrr71MirpRJM6f/zQsQdFGFG5nwJhh4QS5HDKIJY3CatCbP5+efCBwOJCDiAVEg4XYBYFQAtZs4JTICT/9WSCplln/liUsKiJBL+6hJdtttbAqjPxgMiCX0SHDh5kEBqCBnzprkxnRpwrxthAhCu6WsRCP/zQMQnGplG0lgGnhZYwa5hqYowjbCr7w1e8l8NOHAf6jQ8u4ADG8MQn5Ng5QE9SK9wIOm1XfDfPq+7sEF/DYznS7ykJkU8bNsz0u/8VPmSFUWdXLFmAP/mEoRgmnntXApGcwZNED/A//NCxBcWacKuWMPOtJyQ/2woFi+ep3k0XVjxpJbZ/1xjcyW8V/CBHnGLimnEOSI9TUVK6WNc5wuCSmtGXNb9fv/zPfOU8s1P/u//9P//X1L91uxQpJwMfOIA7BhqOZQMY4sTURBPa+9V//NAxBkTubrVv09QAluGq9vWHJCEoCpWUwaXSMjp5giAVDcoQiULJ5zxa/7eRp7//6/+atJGd5d1/p/ou+Iv//hHNfQVk5JE3JJJG6FOJAdmTH7DI0ZvBcqLVp8Rh00qWPOG0cNOrMf/80LEJRyaytm9jzgCNSPmhpiwmGyKPCMPEbySaDt5kShwuzvQ87TNd9KvY80H3o7N/c9E/nnnt39DTxxSP/dzEt//qts81xohYPAiyDBTEgPli/+gOXfwGfKqpTcm4lAClDbBH8BCn2b/80DEDhRjVuJbwxADfPuVzFAJjOOyf+1zlwiux7f///////Xk/an3kdyddH3lSRFRkkUitQgMWLZUV9MiN2fZk67u1UQ5gxymCuZhQg0ORbq2ytoh1vEUPh4pHjqqQJ2lRfdg5GDdA//zQsQXEpne5npYxF5eqrabHGxbutWnpf83bfT//3ZqyTkuJ2X/ersLFiHsASzIaAgNFXEudDXnoaPfTdnc9FXVcrlu0csZViZmYcADjcOxKfJewyVCgzECazF0WBIkg5fVWtYKcbOBj//zQMQoEiDGxlwLBhIhv3Eh95lCw8wSmVnSz3N/j2v/cev6r8sGAnJffd/+RoVBFRyRyRoUCoEIZlWexyCCI6Sp3kWTViZlfP4Z2LEkGwsWjsMSxjcFPMqqhQgGHJFkNsboNhI0h3lm//NCxDoUeMamWgvGGkRNQp4dvhL+duK8se6hxg8hnTTT+rYzIES5vkiXpz1gyDBWdFQZClfKpDAKhYJG/T8sxQBp1y7CwYVb5xi59MnMB0CVnEHGDhU2wHC8Ig4GSLRiPrf/q09fK5zp//NAxEQUQI6hmmYSTjy8a5Z23lm9gUpqX+g78GNrMtyyBSrEZJDOc2qU2QWbF7rSYI73caS4Ye+rj0y5FBHUEQ+AYq4gwm/O//9T6CYHdZzk/o/QjKgwCCiIOD7tn9NFFzuRxAXq8Pr/80LEThLR2qQoBgocCAqLqho9jOZVaYL4xzPJ9EmMcuXVLqly1VcK/Vs2qrFYPvdAEMvB4X1G/u3V+PjZ8oEjY4JDZ5DqSbPGSLxwCB+YOLz+pVuYPB4oZgh//////12Hpl680BAOP8f/80DEXhUp2qwAbk5YlQLoty2kA8/dBdwg0earcKXb7XKAm2GQ2RQvRohMQhm48tHBjsbEX083x5uKhbWwkdX6+UblC3V+v/QnzyanRb/////15fCCYgAMNwABRpYEnjmhRZHDjMhARP/zQsRkFCoCyj57Tuhib4PcGlfEGQXHXvZD/nCnG1r+4BjnOgBJ3HvT0bjz7W6N3B71Hm1HGzifQC/UaPmlnltlT5L/////+JJYnQ3BCsDDPjjZuyt+k3kI6aUwQwQnDIdaUdSAs5YvGv/zQMRvFCnGujZTzjxx2s+yll2/hCJN6FyGo8c3bp9m0f/vWo2e0Ieo63LaqC12sPNyj9Xo6ecSxL//////5FUGAirgAwzqnTUZM0tmVomXfxtt2KO4doZxK29/x1lmP2cWg5fUQfhZ//NCxHkUEgaxlAYOHDV2vCKtU10LyqR0Rv/RvFn1fx/UPP19/9H9H//////////////EESoGAgOwAAFHioYnyMJyI8BlG6jEQQARyHmAezfh/s6h7DAGjIHS42cNGstOzumrZX2/f//r//NAxIQT21q2HAYKHjRlZYbvnGrWal830v//+ZXIQ4gO6QYGHltAEwY7ccauOk0ak01fZMyZT/WVi2aWXy9316o2CyqSGHxHJvjm5cIC18sfMRmuVL1//Tx5u79H8o3X/zd0H3vKOUH/80LEjxJDYrYeaAXo1RJ6TXu///9WUrILqGDADk/m+PGkFTy6jR0HB4XexU2BkHegHVXaRgHYbBAKr8ZNZewHJ62qjW1rmkptfNf9vTzH4eWXcjyqdSHUNi16ln6/fzvXzf////7//+v/80DEohSCCs4+A84e9zF1j7oZ3StH3ihMVmFM5AwgYzT6qY3tatDUOPmTOt+2Y2+9UEgCDx2KKty////0fUOslmbqXQrcoqx233/dCEIpyEZDuhD2fIR19+q5QhIkdSoqrGcHjsaG8v/zQsSrFfsWqPTCzrQ3UxVISlpw4P38Q0azdu55wco+hM4ypEsQxLVrBzVWBBAeEiTiLyuTyuDdXthwHw4cNUCiUAAMDjDA1DCIYRHEBUc+Z+YVvUXfu1DEepWohjr6////////mbIvTf/zQMSvIQNqpAJ5WR743k14tiuT0iUhUSFHUci5ZESoFhCzoWkkkYaGsceEzLlPO1gzGaSaI5StbE/iocwnSn8IFXHCwszxsU5hpwbgtAmqZThegEMmKjAzivoqIUiRMaGXhVvVIrFO//NCxIYh62atvCjf4fxCF23t+u+oR/8QobDnWHuLO4w/01JGTvS3ODhFIobvbn4dw4G5FHLPRvUntejrRbf1K89kqT///////1eY/Rv9Pt/+nrqJKVjB5AkLBSs2/p5VFscktc2jkD8q//NAxFoUCybqWnjKt4SYh0VLt4S2rWPaL4kdlYyVqzFVHYpjXRzGNlYpSUVpnZSqbNhgJ3m/M6cxjf65W////5eU02GNEq3f/754UIiFzmBpSFt21kdku249+11IJBx+W5k9MkhIWsP/80LEZBMyXs5dSBACYiHYGRoVEmjyYxa1uchkNn7HPsbESIxWVVWQkVQimHmD//9OrqOihQIBfMvjdXnrrX+RovZp55jntMIqrMUIguDSp4Hudh+xA0xKMejZtaIDkQJRI/iLHEDAnKH/80DEcyVb2p5fjEAAepn/vnslxUTNP16K8rljjyBhMb/////kCfpo/////RrGk0pBW2x2222220GkQwI+/7rEdjKx02gDQpQoIOT2mgmw4xj3XXubBDuPOT2JxJySftdU3vph8rcA/P/zQsQ4IXKKul2JWAB9NQdkNtiWOJN/L6cIAfwNnUlJJibjY9q9t2uTt+ym3K0PurdUH3w/fx99Ldthtzc9Mvhl8y+qesmxFwu1wkA4LJy2aCpMBl/9A//FTaKeVSveaDr+1bca3cyrQP/zQMQOFCk6slPGGAAq1O65ZkCGBhBFkSWFUQjyNCVzhI6mmW7+0iJ5X6L3pDYUNHQPSLgQTgyHSRa0qNW46OfXTQ14TVjj32fkudxWuPz1H+kVYY5I5AKKJr5hSHEIzOe3bmYbi/dV//NCxBgVST7yfgZGHuSAEFDeRVMOsgUEeRRRYeG2XzUsRChBxf9cuxKHdMImjqAsEWkWREivRkHJg8d9OomLHXo6Ef/////+ebWq7V/8DNWEQBXPqx3u1It6uwaeBLWpt1lUx1Dn4zah//NAxB4T+SbBhG4YbCHrfKQjntaUL4GyyuOYBwEBK70669Ws4sv0zt++elgJMLGazWZQXFVgB1n//////+nXgSxCygWHRti4HFWzhBhcSRSrElBdXqB7GB+CcW3+Li+uMpP1+COBn6v/80LEKRQTSsI2asTxHlI9taSlnfoy37F8GX0f0+vx26L9Pg19vv/////////9/n9SVzDE1QWqkYhZhwflQB7YM+opot62w+UgQWNvjJmvP6sYmhQEmZZwv0UCIFSOpQWI6TW9X8bCzzT/80DENBKhnso2A84a7/7/fzSx4UK/A2V0bP///9GIcFahGTUEmBKFbglHwRgp4/pAP05HrRm5gGL8+yGvddKK2QePsVRA3QOgo/UQZ9F+3qINzF+/ovZTdzF0UHBXMxxhEijWizSCg//zQsREFEHKyjYDyhrIh3///+/9TCpkWAwcgAMyKkg/j8JybwqBcA5P+hbIMn0cDfc4M/na/2xPxxwghLHd/7EcPas6EYqEo9//9WV2nFsqp/RjFqBl0N3/iFbPb/FTrlT7/9Rx6cOApP/zQMRPEwHyuXZIxNKxh96/PkLauKKwSMEwm8YbjkD1/WocS2GhY7oVbhQgVz4QBQhdORIbYr7DI3bdryfSYJh8AxVAmRsGBVzRBXxBXUdnAXC+8L5I0dJUgAqgJ2AsmBpw27erg4TF//NCxF4TuUq1knnSydahsTmLGtnBPDXwdHxYq0+yr6DyTJYkQgiDSAarESUgriXRiKgRHmHjxEJmgqCrl3f+7LO5Kp5H7dwhDaRoysA/vKiCA6gwdddo4tdEeSxmojCoGrsloJBlmozP//NAxGsTYNq9jjvQLizKkauWt6bLpJSK3ksGQFHe0qFQCoPVEidPyNx7U4vviw334f4oDJLTdXV5W6rvm2/+1RAFSCMQlII8HM4TJEhTnBAlyqvRMQ3cWahU9pRhcjBMLslxW9Qk8Zr/80LEeBPJJoAEwtLNgwPkasKgWZMJILFHk5zWw40TgRjFlpUVOKIaYSHN/////sWGBO8oGYYVG8PNyt8GmbrA0IGW2ywkOOmveGMQwNj7DHFEZwGBwgD5oJoJpLo40vCG7KWp3JBD3tb/80DEhBRQ3ow+C9IIe5WytsrfOHh6qC9PMnR4aQ/6XWf/////63k73DxaOQA0ElwPP//WzSW7bdw2LWZC/LBhrqKrNWVh2a1lOHzzZmIhtNYEBc1j+W+9q11y7rhIOTqPb01aX/mmUP/zQsSNFDFGmBQGEhBAYl9v7GLr//////lcOvOkxKr5HZpd/+ALA3iPK5idi4jxn0iAaMW2z3QV6IYa/Ixg8xpGS36vfB0sULw/oKmHrpX8ljP2Ecy8/kyRVsFWTJWBWkJNOimemnwqpP/zQMSYE1kmqXzDBLYoVZxWjt7Ka9MBy7bbAbvU0wkzrOoOkZO66mihxM2LYxN1v5Xd78LrG+NIOHyjC43QtUoDx0zWpww6175EVe+ry7omWE4ejareoaZuqf0gqqnhw80+4FGMBw03//NCxKUUgTbFngvSFlQonhnMulGCWxL2PQ5q1EXuucOqN/3+A+amSUGBQnGpKMDBnR6PD73UZksiBkVWNhxkAcxKMPGBSdt5t0yUoDE1t1SEoAYhc9oXWTiW9KqxgRHHcelNeC5iiciv//NAxK8ZkXqtfsGQ5nEN7dm/f1r1EKiMxdBcY2wz7v2+XtB6NUNErUEEvpGoA6rxgfBw0IBdkygVFpkyGm9hrSgjnN6qlwAK37bYDRMg8TuMcCNj+MkKFEQPuwfYZBA0DkCIUBSC6xX/80LEox/hYoAe3gzMkvzo1Ri2Ok62IqhoOylbb6Rt2BEcW2nQ6awYOJCbbMFNIciCVCVkugtQNp+q7hhB5G8AEkcjMUgwKKPCl2s3h+NPIoDjw4pxSRKv7WbI11uQ5BZR5AmFkBEkEz3/80DEfyO55rWejgsuLGdauw+JGlGEtbx+lhySIedAWe/9+w+Mrsh18LsmzhAL4XmbcgXrqzeTdx3lH3xCOByrZYR36nz/tl+dOX8NVXrDfUtJtesVgESKGA3uR0A0hQ8zRJQ0Ckwmsv/zQsRLIwn+xZ5+R2pKOcopcmdJCweOaxbyIZnJAWjsLQMYhOR7JQ4k33kQq/qMSnhAaOgdyr7UOO8FiSwAQXBdP1O+lcBFGf7/b9pOC6qQQkyQCD50mUt9r8D6bkLxNYN5zu2iAV3kcP/zQMQaGRISvV55XxJE+jyxnRvGWAIPhZ8TTI+p9PeyO7DD2Ghy6gjVBn0DSPpziGsq4mEyt1wx3p6f+W/9Mf5j/yRPlej7qumnO60hhcp/////1xANaipxNLKJMgFH/oqDY9TbjqrM//NAxBAXgibOHsHS/qzE1/U/0KCk7y8rff/TE7O1FL4nZXKC/HQnyraC9861+nfQVGY6+pmafq2pN9/mnE30Mo/O7sXSJBlEJJkyoABJOy7f/////LBgQ3hgGY1EeyOqIMbkGyZEtjv/80LEDRc7UsoWesrrBi9HIEOjP4w67fC2TyXEVd0YgZxYrrhw1dokBTmj/fCqRW9v41sYO19u3G8QfGvq7HXkLe3P15mqNZZww+/6P/////////2dBhVFxECCbyWNRGZJWQEH1ZtGZXf/80DEDBOKFtY2eYTuCHWlI64LvGxyYTWiF6Rn58O/hInuCUMeYz8FvfBPYEmfnR+3tqThTspTvcjbaHzKd7kbI3///XqlVGH//////TL1KmTEEAEgIPbLUjdW0K4ErVjiShBTdXFJJv/zQsQYE4DmxhZ4kuYbTw1pTGVEw2lsx36bF7IaBveqQMe3eyC6g5BU+qRPlpUiVZaWAlw0JfuWl4MFX/////+YuhwNRmNsrWxqIQ69/B/i1TVGULXEzBPFY2ynasalYWilAItGKMob4//zQMQmE8E23lYDxhp7Qf4HLjF//z4wV5ihCEXXiI0tJYG6hOBjqP/AAWZ////+XNSihRrDaKgQAFEFDYe1Mk4p8myP+1NCNOs5YhB0wvtpPpWMkVQpKuSaqyUKOISGv2oZUyuRlZXf//NCxDIUo0LCTnjKtdf8qa70ci+7/3f+61T/////////7u0QYOKFB0aPi88durJHZbY25KLR/9wYU0DDOHQChzOTbSWgWIjI+j8GkYyGvMVICLTnNs90V6FQ9Wf/WUrKrFYxPbR/lab6//NAxDsUObbuXsGEqqsY4JVC3SmtR4ij////SfU1wuCtLCU5IdY8xOZwdwBVFqtZIk1BTUlMvWtWvP4HxFEWULzNF/XMIUsv///yUy5//yAjGNkkPGDCDcwUHCN7HVAhdvbqCZOuplz/80LERRdzDqwkaFMd/71HuT3JpMTRtoFEGLyIIo22JGTdD38ePQjEFIwIAOJgKCqwiwiApWej2Rbm7Wr9f//////////+l//Vk9mRrswNmRr6xfS7FqSk4C7D7FsDbHeEwXNyVh/mcMn/80DEQxurTrpGKJ8dGQfCtNMxHiceUhQ7Q1ezs9oL+SIn3ORYZ4VWN/vdWORWXlviivhfF6TQ7ToSt27a3WsCPBsVDvu8rIfZXZi2s9XrVkuzuv27XzU0f/sn/6puzlCu3rb6////9P/zQsQvEvtS5lwQC+NLJVSsxKpI1BqB8OHDgTMOFyZlQVVImKnKouvKtxLXFZ4a/WKvqwphWJZIgPE5m++vffY6iGRQdw81NBbGDCO5QkR3FhwN//Ikv/3n2vEBQADm+0sHQqAoUeJRh//zQMQ/EzE+4noDBha//8r5729PxK2yqJTolWm1NrZdBJnsLnpw6EAHQQHEIWsVRLCgAbikBSHgdJ5rbxnkm16U1rN7/63aSj+rgT1DyzMwthOFpgZHnKjNcmTvFW7JplCCEGS//qGt//NCxE0T+TrWWGPMmi5QIIQAZLI65Mg42CG6QAhxtv5aPRFwP5RsBCGBILNokBQulDPlKJKNa2ms1FEbLJDiEINSY5jE0HbRgcJBgsSCuai0EfndZvnVZWeE6ryyr6kMfz99pItR/3f///NAxFkXGbbWXBvSav8SofWAhRysCEo2P71P+bdIIudsyinixMaEnMNEFdXTsx1mFyeBtJJ8mXVnjrvW5hpCPaUCohbnvojaAiuijD7An0Xp6+uqs8ogd459qqh+2LUPg4WFcqln7E7/80LEVxaJprZWesTsr//1qqCT1PAATmw/pU7XPOYgZk2uYJwKI73qINuLqCX1ar44pz2DWYOSonIPnNoJJzoUBiav36HoYMB5Vbo/X26eqPMHyFWj21nXuq//UO//+rRVQINbhgUNRlj/80DEWBPJqr5WecUIPx3fq8+XDOW0RlRlC/Pg+8/SKW95kRM1NNk/iU1PJ/gIilUoloMqSdWJMKyX+rOuElWyjdEVX//yowFRKMBq2Bl2vX/GqpQwCQpIFdFZmWvwhNONBYsOtZaakP/zQsRjE0jWwjYL0B4OVaplgn3pZaaeIf6Y85WvPk2tqx4SBAxMTnOEW//+9tb/oNvUMlnUtlrbtzwlHAqGnwr49blrvSLVBDAKMA1dpmBlkyaZGG6PACZpMklbpxoFEmKbzyaVb/5yZ//zQMRxE5k+kEQODBRdklCZrW1ES3U5YLWJiGTTtSfaSoiXOmNvy1Saeo1V1HYPUN80NDgwGkFXfnqnsO0KAAwjksYEcTekugAAFKMF0wgEwQlOooiq8GpqVL8L8pAAudMwkATXiDkS//NCxH0UmT6E9VpYAAIxrzdNpkLcathxgWcGVZJTT8adyKxKwXLnIYiT58cBlkYhiKLOTloos1mK7qW+VIcnIxYzsOklenjJGG23L3dkN7LsRq56w5rPeTDIpT3+c1yo7tnLXd/+XPt6//NAxIYlUg6Vv5nAAef/P//478Qfq5Vrf51osWoRDm/4H7q5N3abUgmSuzYblDyR5hor9n0WsSvl/C/O81UwkUtDI69DkmsyOwt//R1ZA4wmGPyJ0OhoZWlpZ9cDRpyqjf7RX3q/nZ//80LESxOxIpA/2BAA/eQYQjJzf4AfzdiSwPBLbymAjO0lUNQZaUNAGaKhkC0zYIK0hrT6tT9TXjaGYwcSubVdEoaBQ2BPPCwLg6HThIAtIBx5VGARy84+1ZYKLt1/RfQS7btttwB9yOD/80DEWBNoyog+wkaIPs0J0Y0hOE4vHoxbQ1RMNB7Hcnnyn8cjWvRLPkogv3IgLOownGZjM6hU6dbpR4Uyt+vwIKGA4swk9lnGq/jNP2OdI5usRLWAJRttyAAY3rPxkeEWXrqtxOYEZP/zQsRlFCFavb57BlasRyl5iBbr0kchtxFXwp/6Bo7vkjN0DDlkjpDJJKkoQnaSiOi029RZLz9f32KfUoAIodssSpJU3Z+xCg09rAPzvUqHhsWqkWBO8QiBw6aRBjU5Y+hgqoZWEvptNP/zQMRwE5lqnR7SROrSOGnZYeD56SiQgEFCJ8NUDQgMEBzqPCOcZmunqjdqUZR0Ul2gf9YJnxCFjP/4IOpq/lBuPGYh0yqGdXSYdewE2eVy5BEb2lEQjDCPjkhQvRZn6ZwwCAGGIY8j//NCxHwUUQqEVMbOVMY3SPWH8nsQRBtr95EYfuXAIFnlBDtjIHhVNW9fuz5TdQpiKURGCn///5hEX///////+PpChgEPbM3AYb4pUzEGGp0ENqWfIkAALNi91yms+DoSApou8MABg0a///NAxIYXYe6EANrLCD9xre0gab/dIYx01emENOC+5BHt9f/X/qf//+hCt0Ajf/////+lgRexJOoIAkD3Az//66NVd/a0SA2ZVRd6SgL1X958mnuWWLqLplCCsArmnZcPpyAT7iU0KUv/80LEgxSR7rpek8R8igEyBFdLDtTJF4MkSYzxG8I///////1H4jGjQjUIAWrcCj4w1B9l0jm8SIMwHm1jrQEkZ4dlbKI/tSRBRuUGiomzlSXzVSYrS4SlLGwoXDPfnWOnQ4HdsseOnoz/80DEjBMY8q2UwwSsCo4FSzTvu//////LAVZUJhMyAIQAhcBhPyNot/LCJEXRqq/YmB7elRaGSPC+9E58ynPzzSnSc05ucJzTw5v00/y////pwvACdHeLeFEKKIE84fWfU7/////CDv/zQsSaFDj6mV56RnQ+QIqKVf/GPjq6I0qrLnODAYDTBa5AoWMWBe2UPukXLPIwDkyqsTDWJVcfCCa14q8yeJAouT2cDwJYf5VrCrL2oGdSq9eUypQjBLxbFKhCvNQ02NmTjDPl4zxY+f/zQMSlE0naqX4LxhDfP+PHZ0kSSytWz2NSMzRVPbDzuc0OfS/CV7d1PMwAuEDJlv////+XSoYkgKhtwRNKN/8lsVd7i7kFfQCQBLSw5ljHVGzcQagN+br13ZyYVLoxhdCygNipFJOE//NCxLIh2d6YAMpezKXj6SnKUibEKEuQF0MHSpaD2YtwXRNookTWbBDl68fslcN+aoDGgFgcf7OwRmezOH8W5HbHqhM7C3NIljURpY6WgxKXvG7NUQRRLEQaAnkzEUy7+vDhqsYYTgNP//NAxIYTYZa0CHiSycs41/O9XnThBlCZ+JeeAILpmP/////hU6OMVeAEszq1Ao/yNA+3OjwXsFYAMk9owJFVBIIlYzgGjt15mjYOFN7lQK2oUyc/YWGFqQBouBQGlRv/P/8v9kU7h+n/80LEkxSJpqkOeYaUTzUu6U5Z8u8V29Z2TtAYgDc4Dg0m82EmIJ//////gmqoUZIrCD/A9jKxkU4jrbPQvVqnosxuuN7qkGX3NBLakLo5fB2M2WwRwd3TI9jB9C5H/9dCNg9CG1ak1zv/80DEnBfZorm2exBcUZ+3/1/RWuyHRWOdjEMyNwAYlUZP///////7GoCgAsphhQRiNWkYuQEoEPfA9qT4UQzJMCnEEa3obhacCIyfIJ80wTfjXeoPM6g93WQlVFe8jNtRnP+nThSZ+v/zQsSXGBtWxY55hSN30Tv20fT3099H0XIixdxbV/////vU5aoRpFBAEXEHCCGAUsVQhDBhBgfFwfWuRatyKJD3A8r+if4D9e4Rh/8ezjISFFje7fp3bK1AmepOV6koUUlnKCAdipzX1//zQMSSE0oaxhZ6yppMGYKwlPf////za2Dm1dDA7UAAiAw4YFRb6IwSVCocVjyBjqFUPHNKgkzGKWfos6Tv1gs7qgKJM6c3hu3onYkOAnClMGQgFXolQuSPofavqiQPg2wO//////QK//NCxJ8USXLCHmrKlANKaUAgAAoA/ydyF4zCFda3ZmD/vjkBZ7TnysfJ+/pBwrbnmwkXAMzJMEQeEmU7fGH/yv73xZbzCqQgWBzFwScFeSnGJCBai3/+1EeqUKtqe+eKsFZCwYLlNf4I//NAxKkTmMrKPlsShBBlvrici/t8u/VtVJ8AZ2PxhRLQpy5RqiDcjWQErCws4SOYxNCAVYgWcLOFyCWUcU/////9AOOdMnEOWo0mm7Hd8og+dyjVn+TfPKbQuoc0uokBWQVNVKxGA57/80LEtRO5Mro0eFLlcMKuTG6dLgZ/USZ/lVqGd5Qqfy6G/mN58wZToBm+l/ChhvOFAi9NvOA///2OA08dFNSgPi55UFoywqHhJIuYnffT//9UiDLL//+f//+V+Zi0H5/gUtMi2iOb3fn/80DEwhGontGWC8YWCF5sPVIMpd6ip6c4EAoY/Ro25rk8FzYjDaJhQUFxAyKIo+2UYIIoE282GZU6hCC7dAHxSOiIVRJjOpdH///Py/P////////59/lk5kM0FQqSC0yP6xPJetbZ0//zQsTWFAGy3lZ4xJrYr2sXUWfGG2azMuTpcZ6xW6PKbzknVwdLYXJPqg1wrQrgGECyjl29bFEesI3ShgsjRJGVsOOro1I8q5YG5lhabklt2tusoDMKRTGx0UcwUUSW2lq3cdvmn+fL+P/zQMTiFzterAA4Ux0fjKpgUYdWAjp31+f+v7IZ0HQHe9a62OgqQULHiwi7f0M+W2FpJv6c6RTWdoEIRF1gqDYRyO21y2zlKbyk14yOlh5akpn1BqKftRtZBl4iJ1OGNxjycwYq2yOd//NCxOAaQ2qsABBfHPDl4kIjyociB0gTKJKvbYwfF7GLQlSKH97fNjyjGd/R8UD+u5HWkOtdOrWX1Jrq4CVNw3eAeC+7JkuAsIHElNtOdBdV821sPF5A8G9pYNDaSmRKirhERJDgGhgc//NAxNMTuTbOXAmGPg4FYf7/9TCRScIuiQYQDQRC35StKG7AwOOfWCCgf//G6hUcgqDrEf7v3edKMIVKFbdm1Ut1oCH/9OD5hiKZ0y743J2GvNwAAV/KBuIzFkNregVFES1OXWGtjPf/80LE3xQ49rZcAkYeL89+Kpmf5quE3hiIjqQ123xN1tNbNJK99AX6PlSeh7uBezEMVBXcMPdscSDGvEo15fOobyAyuEerUrY8RgO1Wp9QIgeJL3eZlRK/c4kO0Bk+62iekOgJrT////7/80DE6hhZYp5cDhAQqpvRgOzIhguz5sizYYjmPsmqjOFlXiVPyMFkn/FZS3MFy/Y35UMDAQhkX2f9kMDmQzlKZ/qyq3Uus3+9SoGckoOnSoyS//tg1I/9teWsKuDUJgVIym45JBOWHv/zQsTjIroe0l7DHs5AzF5iVDz5qmstph7T5ytb+JHccZ77GTacWNHBoqhTe5envYpSjEEQ636P/0paVmzhYJsZ7djk7d3JEvipZLr+2kBLdBUWBor11SgUKjbbZYrHGCBBIxN8c0C7Xv/zQMS0E7nKnRx5hIiEoH8iLXztMYFgPz7KEcJBGDxCxexWyriqLPMEE0gSwQZY+xTxFBu5ugiz+lVo8OSNGA3F/5Y+ut7ebPZak4QhBFhFm+Zhju63uT/7vCweGsDQGoTKcS0DTaeS//NCxMAUibaZH0woAm5KWL1////qvQ5Wdi0JH1Auph6+sXftKrt/1N/////1BZYmO/6zpZWtmPZt2h/4zK2Xz/dpnCvqa1DakQXNrktX4hW0CQ8kDcIfutJZdVMYTOkxvScwewdjoJJN//NAxMklE4q2XYxAABsBMHeTW7W8Qy/2exjXe9l1ULL1abmQ8z56w8RQrqxvu+g3v+qqPraiPNISjuCINaUWta38lTCZtDsVYOLxlOM2l/PYbhwvxF7cw2ANTYkBh6iwRWurKbBoIzb/80DEjxZJUsZR2FgB4+v/4T/S/SVrSfy65QXZrLBIOi5JVP67QrNu////2Uf6w/TVsSkaloqPbBajpkGPKqLAsDUggxhxVcph7xf5Q5NY78vG/yBx7deLHPmUM4l0B61N76B98a3N6//zQsSQFgl63bY+EFbvxl6k99BtaivR+Z+ntxFqzun///FCvaip6nvCUcpIDOwCxrUuSN/7JE0KXZS+lfPmIjxaKWiicqPdj9HcjMvl4sbPcgYRD4be92j92z/7Hc7PMjSGYXGN6aO7Pf/zQMSTFRoO4j6DypL6KjPqia3f/3SP/////qdIDgBVZWUIzaMKVoHG6h3quBLpCR56/azjRKlToFibfqH6z5cRREq5NQMr7jUgjntJl+ar8Tv7YNuEIbg3tpiINz0Ouq60eBBoSMf///NCxJkUCYK4pDvMWP///UwJBcJNWgeXY0AgjKBh/8lm0p+dMmAtfLAeBYqPWcDElYXZg2iHU5CMnqygWP7RcRhGVyL7/ATWZP+JfKJmubVS9/Uuk3+j/9/6IbWJPLd/////9boaDRQl//NAxKQUKM7W/gvWGE6IP8Sm7DkZ2Z8qp7QmJHWhMJouvlWkMU0bpIz2TOXhxIsjNyE1vjmoZtP71YwEKzYLKCpgudDJYXUBhKIlpf5XkTv/O3J////TRj4CEJFzcACZzVgzaEs5avv/80LErhQCCsJeekToFUycWXYTp9wTCd/FqItNYGjDHwgLEcXw7KulY+3xW7uaq+XlfGGscKmTH39Ty8Z0bNU3x+kxdysf///F01lDrKOpbgG/6ZCv/eQggJDXb6vXZaIEBKOKBQiPEsP/80DEuhOxIql2eYTqUPEYQWBGJMmEckyeNZiUTBZKDkJAeTHSIXhxDcSRQWZGydp5a6BNKSJeMUCo3WtJzRNzY0TN3LD5JByzInr/9BZuUzBBETslBvHgJYLAvlgTn/+kaGibvv4ToP/zQsTGFHICkf9MQAFvgO8cBOBmHgMITKZ5P/////UpSLN2ZBNRWbf//96jNRK4+rjJD+f+oo8Ojeyhpcw2NreF01cTbDDxTpCnpHzDD3Cqfz/2KDbS0kev/JaTALsYsz8yUOipoCFWFv/zQMTQJNsamZWJaAA7V+tDyAPSLb4FKFAeQ4eqWrZlp2efG5dcN3BQI2HjoCLngkGDp5OROiczMQgsWLD80JbD4YLI6MiRYH1g+8o5oIFwQBAaOGCBwQaXdbpyGl8NdYaEAsbPKR+///NCxJcSyMbGPcYYAv//y38qihdNds/2UGBBVmwnTPlKm6MrBiB60uo0v2dP7OyFBCihLtOZrM8f6/qCaOCIUIkAwFScYKiYlOEKwpqSroxpEnBCsJf/0uR/6sRf/////51Eh6NtuWXA//NAxKcUIKbLHg5GDAElz8Iqz5uKOaymWhukmeAZmEv0CqzIEjGf0UuYQa1SmRvSOnMtDy6p5MsZLicExFy5cpZEzNlKFN7xj/y/ny1MGQQEMWoAAQsAW9QAIw6FKkIsYnYM4NKOrR3/80LEsRPBGsJeBhIQhDJymlOSYC2OyUm5VGlprrDAQVMRSPApPV1r9o9ff1fVVKTcN98/Cz0MAmPvK7upH7GWOvsPsAaV1S2/X0BYyXA7kjQ6gCIS7RgSuXKDS5dDzsplFRcWYTLv9Xj/80DEvhMh/sJeC8YXn/h5/q1OLjSyvLwrVwc5ZCMKJWnoiS8RJ5n9/9TYzAU7ZtxaTjFsVEFuRI9Zl4iKO+2lc92JuaSZZCT42QDYGzc9UJ9rEbfnBG3co+TCMujNkgXGCRwXR///9f/zQsTME4mikj4OUBCfWHz6z8H5AuIFBFUIJSQAQWi0aVSY5nYhslZPdqZOqFpnUCVbqF4TrirzSXlCPxr2E3iUJv+nrqQjMUGmHhwIjjCETfTq3nWRQ8C+LmiMDQOrKgXkzGCSTIyBWP/zQMTZIhIakArL0rx/xIHTpoeia2b///////tzTuPSbi7qKjqccNi6nHCcWZVqNSbWOJzDP69PCUb3A6wJ9TK6kJDkOZYUIn0ndvVcrvbALNExDalB1bXDwVErfQhGt5k6/L1bhj1P//NCxKscE1qxvgYUDPzCAoPKijyVT4GlXf/////XWGkggxORX/LQP8XLuJVxuoE05ax2xIMatu9i+untepQEhZbYEG5zZFCPIUbsV//OZWFJIDHyoVm/9LOiu5VtqxltUpSOcQMHllXf//NAxJYTMT7OXHoE7tyf9nRy2hWR2OySwW2y2262WmQBiqKLpkJl1+0V21Z+pzLJdcbx55bLuI77QPnZ/0nxcSzKSyTxAm9+88bFsOSLkmsIM0lscQyENvcVLW217F2//y6atJsNcj//80LEpBPR/qpXTxAC/3FXu3dff/TEJmjmffktf+P+tls/6umTZ+GHH6DD5wfTwe3GpAGxKH0UXD/zv/7s3Xqf///////KiSocNjv/FzQnG8wAH8QI6hFnaVrTf/////////////rZLob/80DEsCWDisZfmFgCpj6nNbpJLT+my3drKvQdSL16rMkyDJU32dNJSkG00lUaXuynXSJQe5sfJpeQLh00JUPYnAtxOSGUTY8dRczWbHjJBRUXW9neH/4EPDpBEwvIUYoqcHlLZiHPPv/zQsR1F1Ni0f/FaAF0VjIxWNRZGeLkK7NLknK7SJrczXcZqkv//6tb/r///T9f90UeDYSjY4i6KceiyqH9wXzqEsl2/2+jkD/wEQCCkNVhpRIIODaa3YVUAIlZNwdNX1+NIZERXaPsdf/zQMRzEpsy2nooD6fbpHNUy8v/+X+TyEXf/+a2Vf/C65f/t/+llQqAxIYdg8qbp9IH4TUS1zbbXbTmP/2XmpK28U+GSnYWYV3XNAZKc4vdTpkyCkLqc9J/sV68ep713MuH0t3iPaeZ//NCxIMTmw7KXBhFky//3Smq2//9Kyv////p///KpzgO/YyT5UBx+yYSRuSSRsP/+WBZgDgWTQkBcpwsfmBdbDmGgEKOc1Sj6BNG5CZn6+8Td87V6+OyythANQTPloNFqtwMDMEIc5////NAxJAT+wLCXEjE387oc4GLBD/8PnLqEicckkkkwD//FOt1ZHPUwZZ4I9oVGtgyWpxrLDtW2FUzd2Zozn6wdllS6KwUConKTUnGnElL3/lTUY8gREnaivVH79jSKPRTDgMpWGv7P0X/80LEmxKhMsZYwwSyGCSJwEjKnBgrQn2gNGw9QFczTlOsyuQVaWNSnH6GO6ka7/wygoELQCoGZBnFjyT/L10qSDBhIYK4mIjf//9z1VDhkKUsXs6////3fqkVo129akA78sbrcA/zYPj/80DErBPptr5cwwqUjfApg1HVqLyumeYTs38KKuacMkdC/RyJIgPO1TW020zWogOvb//0OecxHms++iZ/7r/n2/f///57e+/r8oyK1EwYxokaBJgJEWqLEkZoOit////+r///////+//zQsS3FFmelF4ORhR7Or/3spLo+iTrwg4+78R2HM26/2HG/fxYeXo2/Q7aMFjo5g3La9QVwJqnRLLw6MRkhS0TK/CZl8tsakJjjdoyQ5t16/5YWRXv+tvj6q4GFVU4jMZbf//////////zQMTBEkL2rZ54Tsv////1ffu9K7IVauF3ibvkV5PQSuUSNNe1I2hGzCiaNyEqcURDoSTTxGJYkyfiUFyt2V2vw3ZrbMFrOi7zMoGbiqs8jfMsgt2oHbgyIxETMUDdpBxvQABBR3Yf//NCxNMaE2KgAGjZ4YfdN/oYXZL3HfiSyO1KIpHLGFW22Z3eH4AfKySFRmIIjsN4sc8DWqp5uLho5taed1iIhNpiqrme/sq7E13X/////v//o7oR+jWfdZkqrMY4Ch0MQRDRQOkg5DqZ//NAxMYfC2qkACpx5FUGQBUa7b///8OH7hKJtIayFhatMZxVQqmhSHpzNlMjlhtlRol37pH1uf///rYw71//p0///X+n/6URjqiMqM7CYfByJIY4EMMIapYTdCwqH2veIiP/XwwsQyr/80LEpBMTXt54QAtrUOlFMolVZyIAFVCHIRlRnQhElMxC9zvr6aaN0fIiMzH//WjL/zVzpb/61fkqcTHFAZRweOAkNd8X6/KuRyW2TStEb3yoFDp2Ph2Jx5Cfriw2eVXvsRfvnRtX1QT/80DEsxLLLt5aQEr/B3kKLKdwAKBo32svOYmt0ZTu2z2Mj2/kf/rDKRQe//+d/Pf8VOgL2clK1Q5bJtpbEfI8EepSoLKRQodIkArQCAgoqVSBlnQCQuRArkg0aklY2Qx8AjERGZSSDf/zQsTCEXMW6ngQC+dSte7yv9fZmyVMZiK3bTK2nMRiCwhkYUAD3i0WVLiXQ9dJEWlt/LLd6V2qmMy479xSX0Tvu5D7+SVWxYR6ZJRVae5uCEu981fBxLjlKgXs5ts8yPE4anEl9D45Vf/zQMTYEsnC3loLBBrrq8ww1jeTwIUQutqaU1lveyhnE/rmcB1b/YAZY30xTw0XmEi1O4zD3euvam0GIrz+rNxJRbk62VvBkAumq6TVZ54tF8lljTjbgFGRspZtTp/nIeWccwS2urxC//NCxOcfGVbWWIawLjT22ajQcq6Y1quPI9Q+BtQHCQrigiWjN0VrVajPnQoqJxUZcte1ynhEij5bS7/////7CQAKuD0+SbEGaQ8SAUawjEtvwEtbNmsvVsMAYY8YM6cKtUvIAWp7dOYh//NAxMYUeTrSWD4YXDQ3YFlJF4bCwdUJZmWKiuwFRYy90hFUjhOSMr/vQZQlk07////8WHC56BaVkAIcATwolXhYlV6LblvaGI74JQV4kAACKCQdFJQZOHb6Jd5mWCU1q2zTV+t/dnz/80LEzxQxMv5eA8oeCAai4RjDzz2REQVcDxQsUKgdg8KmQyHXf3XyUTx9H////JKqFwmeFD6togEuSpS0UTuFwrNlcC0EVybXzt2JotZsDMMK5166xc90DE/O0Xt9Fdq2iIS+aw4RDNP/80DE2hOgstI2C8wY/8xNPLrGAhJAIhVK1Tf+vWzGR0FpBDkBgBg8FEmP////rUSLFoiAAvmbs/w9YWVVJGT0WdkoMKiknSIUMtzU8oVlbvY0n1baMNV3PMEn3+R580rqla66aBlU6v/zQsTmFfjKwf4L2BCOjnHOMRkKLM6qpHbX///K1XzYY5AqFAkLm8x+XSnLawbnNS1rEV2oQFu/x/f8f0sTmEQkQ2s2aWBQdbZYVmhQMNSkVZxr4si3wnx0zhVOd4Mi6Ny0o5fCqVEwkP/zQMTqFgIy4l5gRU6yf4ZhCuIwhQhN4GmFhZ76bp/6fQxqIJB4WWCoiLAU7/+MrR3OPauwOvUqgAB/azb4D4vtptl8j9J5kHwuCdkwL8sm9VydyQS32M/rBQdy6e+S3UnZgPMdDc3h//NCxO0XOlbSPklFJqQx3aJ4cU12a1JAyNrIuCpxNj367bn0X3c59+mNdpz0zypKLE647zv3++vZsECUl1m2wHzkqQgFt5PFZiQAH0CUVpKOgKyiREROiBrmkm5bSFOiNRV3zChRHGAs//NAxOwXyjLRvkhLati/nBzPORXhZ5TOz5ZtUc4ORZ/MFbrjFTkC0clckhvX6V+JKzqhdrjCVyOAC5JJJANwG2ourmzPgWQZB3LksJ3K47I6qzpVdmhTRcuGfhCxIxPJSYunPMORpHP/80LE5xcA1rWeeZjPjLPXzsLTyHyQjhDRIQI6DvIVl+j3/e3Vb6G6dAqTrX/nr1IQRkwE7uGn8ar0lO227WgagCgmSm8KsTXyHGI9ebrZlcTqzce8OTJmV4HsFxFWUoZNWIoZTORo0Mv/80DE5xa5drW+ekaSdun5m0moXNvM5/ECgh4Jh8wJ0KegKBQ6dHCoRJAGz0XrHI68TKYRPOJpQMut1rsH6ABgaoLCojWzC9MlSiHznTUKix58Vc7GOQ5HORhA5Fz6z2MbN/nkCTYE6P/zQsTnFtoqlP54xPLJ5kawoQCgf++G+aRPP9cVisnRoEAoJC5tBAKAWkKBQKECA6bC58BAYAOFgYC5sLk6jC8mP4XPw9Rn4WvuLyYUxQgJI6QChogJGIJgHAukZGTygQMt0jRpMKMXe//zQMTnFoGupR4KRh64jfzx9bIYYhkGHSDcSFEjIYy13Yj7///////9/1bb2qVisRxlOZDgZlLba+lTtKHEMuh8HgA5HMIXQ4TOB+BeSUBdOoIkjczTMqeNBCKE7T5Oy5rbg/ooISnF//NCxOgkW1KMfkBTLXxxtJvjfH+abJy+PS/nXGVycR6rO8G2XoJASkY5lulpQMbkqEmXNC4KjLmPs84L0laPlV7piOhWTP406g+sAAg7P0dNiqt/////////////jZevfJ31vm5t3VoG//NAxLIkW2KEABMf4Qg2Ie1wGu1Qxpwo05GTd+snLiLKQXj1AXAbnGH4ac8ENMUfNflHBL/Qy4MDM4rw5EqKDmXztykZaWmLzpWq+awsGz5l7CW3gNcLRF+Kdgp6GC2U9FK6R6nESIX/80LEeyHTbqmUCbHg0o/0EmbAzF+4epa/ahLbNtt/mv7mC3Hms4WLM7UVJYcqPI0fVPz9rpteLOM6Ia9mUpyLrVNui9P//b6rMpOi/+/VeyuNp+P62Ze+Fymr14S00ulkqKQsUWXWhon/80DETxiTRspYQJEfZGHBUPimDkVo461calWKTAqBwmoW2z7//gL+ocl7VFMH3zIVJIe3qp64nGyQqQzNBJgi1rq72///////nf//7OAxxjjtNDbsnuYWQQA1kC04jcZpkk+P97Ojkf/zQMRHFWr+0lhATR8z8+1z+ofUH5DjRf7Q+FUTXbf//+D/4/IUW1pDfSH59Y2JbRsNsY6TI4gBKgmAKWQNyLdGkX/NoJf/Izb/////xN5FRHwNMzYTBYbih3/F9yLodkTH/FFPuE4p//NCxEwTEk7OWDBHH1USy23bb4ICPCZIFj0nKGyqCT3xIt3bnfJm4xlbRaa90DXZwvFhlpOTooWRBA5ALVF5f/6ipl078s8iPuEVoie48ecD9gFUkFhKw6eJf8rO6GLVKrUclsiF/71k//NAxFsUURK2XAJGHu4qRZbN1krS7HQsznnKZdXiEZSB8imQG5QJ5CKcpVu9X260zXRFS3/3f//9P2uhmqrJb0ZnMGHEiIfBuL/e//crfcoNtyWW3WxLLdGAVOus9dkpRlIzTkxhk2v/80LEZBLahpm6MMq6XM8xmdLshkSikVdGMmRmsMyLeSjV7fRnanQlN7fVfb//o1UYq//2sgo9XQ3SgYdcKfVvYglVDTccklttGD/iptNAgmiTZEq+kxpFjC9M3Q7JbbKRv2EWslEuPHT/80DEdBNKgqZcAYQaqIRbN1yIj3bt6WRLuvR2WjZGXsgcl0kVi///6GUsp2X9knDiBJk8O1bsNCq7/kkiYf2KMRaFsS1EFkK4SGcWS+hkcFIgpjPWWkd4Z9KorCrTIh3e6tO1Kymm3f/zQsSBFDqGmlxIxNb90a9Nyto9WZrXTV2v///+if/80pbV9Xa5fQU1O2kV3LJMH2YWJt4O2ClhnGjkZlyslgbbNELOw5n5qo2ockEHvGtmQSCZIFiDWgYoB2idhIgTFSzaBYqCTGs0Mv/zQMSME4LSiZxIxNq/IkaSDHQEgeEipERB3wP/VbtxuEI6+oVmaMakkp3w7stO7NL6u2aeyWhMQxM4qVgbluhARLqtltWEpMtqZHJPdApC8QgphEWtBxQVcPYIry5BjLYEEy7LMWWf//NCxJkTqMJkXGGGTCqmf+5vciV9SD0SoZPELIGui0GAPmmuwVUZZ7G/bV3YY0K95l1x2gTEYWRZzUGRQSOVN0tIpUmV2qpTuerey7WlX2b2P6pr5VREdn0UQqC7bHSfmn68fQt1IE8G//NAxKYT6U5cPGBG6ELmwsJ8jnl0fBtMGrgBVExsvbGQ1szJc6VXWHAiXzIi0XuYemeELixc9wERpfvHRAzpcb2OX/z/37HOJPvWXLd8ha//7m+u8dz+7WuxO3P0u5taQhN+5C0GhB3/80LEsRQqdlg0SEUMMvS6ewZZXDzhi5rGQpsdne8muzCm7FcmtDQc+0TzkLWQ0MCgcqe2pmrHOf+GBc2PsT6aD4geWoNGtjVFqv+huupasRwlcuHxJoFg5RukYULDGERVWPXURTdRhWT/80DEvBPxDlQ0ekZN0kXQUhlfQnSPxiXeThasmTpXIofM9H8u5F/2k3N4CRYECMTJZYcUtjGk2RxG3eM4p0fVu3lVG3coLgFIoCMAIjKmxSGSIw2ZBbTAFaDJVoxBZQc6oIkeC40CA//zQsTHFEG6UBJ7BmzoEygOBAOQYcMijS4ubDg8H0kiB1ZhAqs4ZA7QgstdWyxT1Dz/7L09ne/l/x4bTGcEMVJ0GuJJOTs6ifJI8Xjo4ENRa2xHKrXEk3csGsxiG5uBxO20fDuYDSHeZ//zQMTSFCG2UBJhhoQel07M5l555GyEb0/9ng6iHrXaEcHIIWk22p1IFWj+52978J7XqEOxye1X5BVqpUn8cuLirak3XLClY5+mJFEgiGUGrNDaBr6m0LjbbYsKkQCbLqDhgRmnBUIw//NCxNwUeJ5UNDJGEE1l5MylU4PImBMRfjRzBfi4yZrFRWn7PW9HK9a92qxMQRqVgO0n7RYFZyuGejWQTVKtEQBAfmyQFYRHCjhgug4SDcyIryoeQLBIZNh8BMJjhQjygwJvNGT6FGq2//NAxOYW+cJACHmGxB/+moUMeh+zTe/kH1d16JKw6pVNrs9AkVVKzAykiZDkFoEhJs1i2n0pCEBwmIFyMmZFQng28o21Wa1mwECzBJmGIhBoKeMjhg9PsGXlL2gbUUCnoT/1/2OqIIf/80LE5RNAxlAUeMSQv91s7autZGM0mK/fz8JxrKFuvyGN7dWEX+M3L+/y7r+/7ela1oPwXECMBgODSrcBWIURtE6mVJJZTsxsFxo8VGYc9AGAMiyQlK4kNolVB2FEbOy0aBremfXqcIn/80DE8hNQakwUMwwMhhHa9b/Un1pQ6jbQAkc4sbIJQss/fyQZltXl3XnFDEWGahKDOgYqnNdqT2k8k7w9xWeejMWfxHLlCMs1J52apdzbAMs4JcEkzd7Von3VgTTNbzeBm7BLpekElf/zQsT/GrD6OAB6Rq337/aR3f97/71zHGHfxbnPs97BY/k09u/XbRl6Nbt2egAAgSBZyIxNYIIDRc4wIm2ESMFAot0jFMyLpgX0lUtAqlt0kLqrFJC5SHCwNvUgyaZPFE6SBDvTpls1J//zQMTwE/nWTBRIRvjFLjkExFbDOh6AyAXeFyAQF/vyLC4BYC+gaIpm4DU4G+g5oBghgpEAYGILj6Bu//+g2zX6bhZGNMbwuhPgarK6AZcDLAyApQhn///3a9kE5ICdBzCCCTBlgcA5//NCxPsY4L48C08wAQQQZgWWKXMyKjNlf//////9luV56ou//////////9Nf3/+d/+//9L/Wsb9Gt24Saeo1TRZXKG/vdRq1mRCdTh/m4N870HFbHBRwUsf8Bc0jJxdqdPOEZ5eOrM3b//NAxPMq09JgUYmgAd9Hga3JqEnFQ3uacetSzGQxUOzodPm9D2BTw1lVnI3qRkiV2xue7wmvLPHjSzv2rDQ5NsWBAesT1srSO8gKiBXeJtTK+2fAveakkWCsXgmsd6m5WkAf+K/wx6f/80LEoiUzTqwLwHgBS6ZhUR5DoUEGeI1PInqc6XmXbkdEDzdvA10ekHSjEP7DT6UtqrqSCrVdfVZlgbDyRo8OwKAMczwhvsLKKgpARBsFBZEAlApSNaVvRPKo5ZxqCTFkTUZ8WdMnJHX/80DEaSO7BrsYeg0VHLo3GfGPZL085J1eoysmNuaxLzDvs9tIlLMCilMfIMl842/BorcHl0p4lAt//ba4YGYnS2JyaqJF8GrHacgIMUMBwgSSgIghqOhTWwzhpQ4WXDTTWEBoMzJ0FP/zQsQ1IVGWswLekFTRfEtf102DiAHiH0cAJXcLQufxJEh/cU+hCXXEzPA2z1NZpdjyV1ipjuu2i1HlBwAi5xWTKmTZJM8ZYFTbHYdanyDFLBU0AaFxQikseNfRxdUf6376yRyAAf//ff/zQMQLFkk/Dl7TxwpZTKHkco3+NZeEBy3U3KhhUdYcClzU8K8OAEWpkj6/ERqx5UkbOpnwtjPB1fJK0JmZvARZxrMKv1dDuenc66cNHBKCUhh7E9Jeqcw/k8mq2ciTlkhSYcGre0p2//NCxAwWqzr6XnxFCx24/8IJcyZ9rLovcb/5DZL3Drq7WLwnE7sA3yDpLWdApwtIJ2xkP4uA18V095wQNz5Sv6t8r/b1J8p/Vv//q3/////////b6/SflGDHY4W9VpuNxpKUQaz5fJIc//NAxA0Tk0b6XmpFQl0WGoWm1ID8e6hCg1mpRewNKfhQjqutZmGyb5fBozu5Vt9H+jfEv6fr8xPVPu3/y+hj////0/b//////RugMhaEFRxWCc2YAl4h0KAyE3Z3FOLDv29Qz3D/0KP/80LEGRQBxs5eU8p4TDopWZtSwgCC+aziQiwVxiyRjI6LoMFvkBs5pTTJRvjB/3/f5/jF9RNsjr7v9XPZHX+j/ksrjzVCUpIEOgXRqBgS0EAIQwejhSJ+CjEpfOttbQLV5w6Beqilncr/80DEJRN5CsV2a8riExQySxhvGD0C6skDT1CV0Y+vg1t6Z0OviXZ/pEoaPCK///+sUAxEFjoxAfTWhDnjUJmCfp6kgiBaaVgN1PvA6Onb6Za2KqlnTPyRr5RRNRylbk0BQ5bsZ+z7q//zQsQyFHIOvXZqyrYRBi21b3Z/Ifa4p+/pnUpg2UeijGwr/80dWz//19DomkW0wRhsOeNTughwtL7NWATdAPfiHALe0Tbb2pOrb76juajoxCHKQx6IGdNGdv+n+n/ocjCwjXOVBDBYof/zQMQ8E2merApTxDzKk2u/////9yby4RaAJsUBcQVQlPWP4Xak50yEJAG6eXdgSAI0jyjZ1RmcRmbgCaUBzgcCFD4fOPsmb///9r1QjEIIBJsjFc1iBESEklX1XqR0qvV///+16hYz//NCxEkS+aa4qosKiG0s0hyAkVQGGeGLuhPvAHwIaaniUDgjNcvHcONjiVi/9apaSmbLEIn0Mvoir942viuL446djWkaNCKBq1AVgolhunWFigHFoqVLIb////9CnsVrjGEkQAkaDHyj//NAxFkUAWLJnAPQDAqjBJUf6OAH5zLcJjO8mtwJxeTcIkXt4et9qDjAXNGwSEp0QuLixsqMtr0IWAkQaeIgagqC2sFQCNER6DX///+3VuXYPBVnko3qrdbeAoz6ZLQpFKlA/xxR1BX/80LEZBRAlrGeC8wQT5JdQ67StfGFUkChtM1kOEo/KJEnk25w4GQ+eAZ0PKWwGlqBkWEQUvOpGgR5nRYWgqWco8gsLf////yVT4lwdQR4fV5sbhYV3Bhs6tp4jO9ruUBVYIQuq6MUcxn/80DEbxOo8sWeC8YWtFPuhlV//VT/rvO+6vUjTup7857f9X+f+v0b/87ziyOj4P4y/fmNTpLx6QvOTAiIj79UCcmxQgiYuSlD7UZXdex1dTLzvetf6c/Ul9efUbhBtAxTC7mmFWsXTf/zQsR7FAJyqDSLxDFUYLkQ4J14hsgIHAOJ2pLyDGKI20ygDgODZAJDppzBvCAseLHtKMtzXE8ISQn2E4WUPaXeuTjKKRkntd/Sok1x0s5soGFKZSmwkIE2UQpGkBKJhUGFQkJFhIXc2P/zQMSHJEtSqApYUwzbQYTSq6epiib1qgaZHZpqA7rh/AICMEo4wBe3EERoRCTP4425VP+Lule/huJBuJxrBwJxU4gl/60l1blKiXZZ46Xu+/SDzjnMioBT5rNVJ2uySKKkSCgsXJE1//NCxFAlu2LGXkGTxYkcFF2cWYiGPUAgEbMyouwQwKBohIAySA6GTy0Fl4toVmDqB6jJCZxNCzHZKxcuYFQWRq9EFqxNslTiSksZSq0i0iLy1NQT86uqploABLYOfhkojKItLFUybdrH//NAxBUYue7KfsLK7AMQXmr3njTpkEMU657Wqa0Xn0WmzXLqVzoXOgQnOtbWmAwk7Se3XqXURfjuV+XjXK1ur9evrUo0NcVrK9vuqWdpuU1vL2GYEJFAKXrd0HaEZrmYbVyX7j/GxKX/80LEDRajKwseecUKVQ7I2KL9vACneanyZqoGCXcbkHMNds18PENeZR7Dh/HDeHvKAIEk6ON16m69TdvN16+r6p16+r4cz6vr//K//////+/uu5WRnfFuKEK61Sd5YXQEMGtxG9zoYvD/80DEDhYzKrXWiw6MVRqpELeT1NKoMWI4wRf7RSWr1TEa1T3OMd+PPqLuHvjxB8efKvxNuFQ1OQX+/O6+nKm3j3HX1O475d/0f+v3//////0/0pUbDy2+Ay02jwCAjxgEUFgbQ50vlf/zQsQQF0qaubZokxwMt1qOGhlY2f+/Lw7ZAr0XqJ+mvXeU1CofT///r6vf5H3n0RlNQgMzqcIpJ8UEYFrEmXIQCRHNcLk6OwuJ4ZTAS32nCAfpsd7EAmsPydUnu0AKMA1PyA7rsTBpkP/zQMQOFls+1bxAUx+AitrJR1q/uf///+9h5/L//X/////////96qMYJAaQEgJglYByUA9CUGxOHgJWVEZBBQcX3Clt+2/4071WZu0pmbvuaDO+rt9Q49tKibdeHhrrHCnESFuexE4K//NCxA8TsxLifEBHWzLNrOHVBz3CDq+pqq767VbWRpjWFPCed5C9oiK3/+1kX/eZCN/9ymf6/////zzkiEOvq3LjyOsgYWC5uaPtz5qIs7b+uwIXLqAIrgrDxqJ0+5tytTAmaF0qCsI2//NAxBwTeULWWlvQTlx7Oy3xjDI3LfQYAobyHYv40P36l4T3vk/5DsXuxQUMp//QEFuR//sd//Wd/kaTqI3RjRPv2TrZsihUIelP4Iv/+mUstEHfAzUF6iDhhWrHCMuuzXQdmV8f0Kj/80LEKRMJUtpcC84aiOx5UXaibjo0nHAsfMB49xMNdBzbTu7KXXUbkO/t1////8oq0EVZqo3tQEH3TYhOfs7AvpYeDhQUXCkE2d6uKa0+JeZQbwkLIluU2giK40PPRfbobuWQUA3fr7f/80DEOBMBvsp2esrEQrf/QRCYfqRMxMpn/////ywqg4mQAI2mCuw7cfWLgSySrkSI77XbCxLaHFAseRiPedKmNulV/U1SARqAwLmN/K2pjUDATxNv+W6gVEPzsj/GUiIQBapfFBb8q//zQsRHFCk6vnZ5hIxEbpJMXctxVxF1gCbkRSibcHta4cO/KNAF9fOqUFTyQBSHWEhkSa7Dn7itWhpT+qO+KTM+DZv0dHsJXAhH9fdDP//hiSO+lGtvmAaHljwx/4z+MUo8MA2PXEokA//zQMRSE/m+rb57BHKsusl02wGcgd1P0wZGf0g5ng2ugHFVSN7Ahyj0lFU5CPN9jahUhIqN3Y2y/5zmDxNTVFZB+y15q2/+16lnts33WfkUJZ9v/2idKgAhuKMX4frKQGGiq21UYsdS//NAxF0TAcbGXgvOFrNV6RVZEeH3UgEAa0wK6Dx9JUhoPm6Pec+VFp91xV/9PMLdSgL9Bz1Fu5RndZv/aGFki6L+R/qOJLfW3Y7/G1UkA1zbSzbDAfN34OFb928dzh6dJEMYlU3Jt5r/80LEbBQpypGcycS2+oGtmR2Y4CIBooUwidluiCGQw4/VK/p8jMxhDGsLT///ac8qBT51bUcW///Z/dSxbCIABL8/7+er0eDUjgRdGYKKpzq8v7iLgiRrs0Qp1Gd5kJPGgJdDlymXN9T/80DEdxM5ysJfTxACz0mq7u2Bqp+/YUeaBbKtDEaifUbHHwRkRIR8xnCqrIBi+/vEGHEy5px8iTrReN/cZfVeKXzf0p1MqFBDkanp1r8ur/WdUlx4970+6f/nmhkZtdoewKiJXf7yTP/zQsSFJZIyyb+PeAAwUJ//iVYajAT///kAi/+9xipumFuMsCqmPmrCCMiYGuYpJFyTiyjQ1YN2s0aCLAQ6F+LOcAmh4zDuMg66BoHMPPUX3zIS8p1k0S40eZGZ5dmN2WzEu/N31mjcvP/zQMRKHJNC1lfPaAOHRT6KfTQ51Bqkkm6L9FPSNkFOkmaakrdupv///////++zJ7plx87iKt3a8SokNVx6FKcDMyRQp2dfiocdxj/EIcwl3+I5ugMIKxSxmUYK9BthjEYVjh8tzJr5//NCxDIcchrJjnmHZjucID1hTsKP8wUL+0jvfBAPd8oLiXlSeZisk2mcZ0JWMaqqsltRzPM5I1y4ySKIcKiQLMIf///qQxjSQwuYHjYT3Oxss3NaN4IcDoLOBQP0E8WGMmoRdlQXPNGs//NAxBwWiNLyVgPSFgQ9lAsCogJParkc+siQz3+MZ6s0zNerWkIzJgNGsOC4mFA6oNwkl9vzCyoYBJjWnt3///apTSIHeRNuHlr0VQ26O0wCDdxx+3hZJZ7uq0lpm/+tGgcaEVc2JKX/80LEHBTYxtZeBgwUn/C0P9dBC7rlW+0SCiIWKmK3VmVA0Hxh4FjkmybOB0LLgsAW0NRioUFA0DRXamlv////oe0cfSpAh3Qxqk8AUjXbzcdJr1tHkffegEBASKUEnmQU6PK6jDqIZrX/80DEJBKx4rzOAsQW6o/1bRg4DZBRjUM6GfqBGoYz///1KMDIZLO6QM8ihX////4TrCRqKAAsAozyEPSs29kiRxaGF89BS0WlYFbj2du1qHM9bogG1UYDWM2IH3s3L9RVDXHKYKtFD//zQsQ0E1EqnL4LEAQNIDSQeWvc9g0aOc08fGhRjEvIIb/////7ag+9Ax/vWpXR5Zlq+a86zOYvWc9Edlq39ymrsTJg4DFYkCKYHOMDE4QiL8RDe78RGR0AoJF0bdI/5kYJit9oJlDCbf/zQMRCHusKrAoRk2v6hUEGI0iRPcusn4Wk3lRpjJqE8/13qMI00ZGG1nI1iQnlijGLoxWSMTtpjrtG2F0TAcbfuHEfABXd+v/61nEx/npbvmLoKoXfY59XfSRSLZAiVhEqjyM7k/+6//NCxCEbiuawAAjNJUbcnqp1bH/LvSZzjXeTTDSJQsvLzoaikBvaJ6gY7SywtE5zLNZqJjRQ5zSiBNSfMKPg1RBlponU2+tKY9MYkmxIrHj9rJgyUIYydLUAKgiXl5h1KJogxYWNZ/bm//NAxA4T2OrPHACMAMJuVKf0u5vsx1X/83D2KjH9oycCuQ1+ti30pEQ5RkkXOnTLo40rey9NjB7mZV7PkTuGohpvEJC889uaWdlvVzzdNQ41Jqy1GQcpguPkDs6ltwjutMXOmNzavWL/80LEGROw4r5cAkYczgAgUJSE8C2nqptLFEEjK12nRM1QrFj5YZoW5rhFXpnTtXoiJ8zBVQdOu6Yia3iVF9vvfgs1CIZj3YB4IfslIHGGmtPIphwkkAmrohKcFPS0zzIYBwRt0rm6vqj/80DEJhNAtrbyBoYcCxIkqGD4UCgEAQzDUrg1r4ErEhOh1hBwEHdE9OIajPIV/////9noDjb+iqm4BXZ8PPyZjkyyw+KmDwmJKNg7pRimsypxU+q/KYu4HJUt/cBxCjooDjn1bpDrhP/zQsQ0E/jGxjYGSh4usfek/1HInLFwe/7JfBANkEP2vf0uFtTuSTbQTADr2cA05mGvsSh9DwODSduM/Imy3907Nu/uur6m52mV7S3JABNzPoLlRlRE3ZrZljUu7k0FAdqBxrHA4okTAP/zQMRAE4ICsZRuCjk5BR//9uheIgxVQUFPVpQEVZqAv/HK8rXnHKYRgajPWJWI1pm3viCEh1sfwECjldSorSyMqftIUVs5md1STXMZ66st9H+nMZiuAtIBiTCxYR8y2gB///xZ4hQj//NCxE0T6X6tuMMEzQioTUA4bkQJFA+M4IAzeAb4AFSuqGaS4K87o4iw8Ylexsur0MxMoZzk5BMPDHlAxL9I/m7b0jb19HMbmAnUvdjaAyuNfllCYSrT///c5Pz2xaoFC5CSowP3himt//NAxFkTiZqtnnjE8pWdELw6Un5GmasLJj5YdMLu5KqzPLXlKLK6OH9PUzUnSvZXMzpI6VWzGp/071I6GMyKrKxmShv//YMeGM/9htHuCA///bUATbUzfAf+FUMJfhyGxiIDG5UVgpf/80LEZRPZ6pj+wkSW9UApp4EFEUiwkVWmyx2dxA2vVBCekrQmemX6p5Garr/O38ocM/8z1c/h9GKR+pAAWHRtmz6XXsdT43+pADIUn4PvAEz0XmcyvZewCyN7T2WcGgAyyRzCqCoJnun/80DEcRQxmox+wkaMpcv1sYB6nGARUQiuiv1O6KSpZX6dG//+vU5Mou+eR79HTp36AAAAocgcAcCO/9il/60GhUyyWX3FLjKRyYA1p6EbzBswcMVjihkFAlMa/YVSMQGUuZp15gYKWP/zQsR7E+ICmb4OShgXviY4CMcEWZG5SsOy+jHyQkY+C8X/7//oZ9/nAIQhzb2ILwpFRhcjjYsw0PZnJwgRL4plXxM/X/99axS9raqyeDiSIRd////ynhiIHF8MEAA7tA3qx//m4snwzv/zQMSHHsISjADR3yxwSNb3qA1GfoKZNJT2/xQHfz5pTii/FjT2xWPUI4kiNbaOiEeABgJN6H6LeFPPtHkedSrKO2yYQ16RXnFL1kmszmIb5TUgLIbLsO8objkUqdE4N6QaCE9Y4Fo4//NCxGcj+2asfsGbYPN86aNcqQ0zHTONyTf+n//////frP7mRY61j2PZws5OPJpoDxSrSKBgSSMWGwAHIipZgHeNFx9AqhrUNcYRKkOGoGLyRVYRqt3GoLDuRx7mD+aV1O57g1S9GOCY//NAxDMZmkrKPpZFKmAJUPENvG3AIhKuGEE0Vf7jwcy5Xfq3EuuXlG4ZuH6C+j//26e/V+lmjI///90FIidJQ7Xa3aTVSpS+UazrvuWXW5vJ4wMeXxtnYh2tKKtbbmoK69vOsx7/6GL/80LEJxv7QvZfWGgDA8yHMxjkB2cpkBqz3OmjTAcQanTTGWg06PDdIeCCBo3ocy9L0fPdCzTJDUrpepuinqZ81TetBvT////////q9Z7nk3WcLhmW+mBAAKhUE0QzJ7ghSXZIw8LhOIj/80DEExfJitGNjEAASU40JD9gEhtilDw9GWMnWdpqUkvYeTzYyjxDp3KDI4i1JMeBzFDoZqGkHvw5FHTyM3j/OGWKQNhIMjaqb/enjUsd//9v+p//IP/41NXBdOafSimFCe6NLNLjlf/zQsQOFxGSwAGPSACMwIyHPBcs9JLs1Ufkq8a+dyW/y/z7Kh077rI+VeojwHTEqb4jgHHxMm+otTdfSkym6X29vU8Vs0NWJiOhn1dX/60fjiH1LYx6P9DWf2rVBHqlSpih/Z8OZKzQWf/zQMQNF2mqsZfPQAICRatDcBUklVKhJkoYEKxI3W7lAutMYP2xIdW1/w03NE8R8xDDra5ulUVbnqv/2bvk67hqmq6rYWbinakahZQO3WijnmLsTmv//lsGhEHNgNIAJwDXQDut046W//NCxAoVIUaRdssMhKIVowmQchNmUumpcJAi9whh2Md48MNb6U+eCf7FJ/fkfwtvjls2gYTvRAkWrxFTb6VzUfhhI1BgygRErz6Qs8t+2eSV/7fq//882pUu+bclwAmCGV2cQDyEURwF//NAxBEUKZ6xngvMBkUoCRRaaTGy3dk9fks/3H/+bzrfHyZeyBycn8Df+jXbthxVV6q9ucNjaeqdnmdp3XIlcMPfeNSpn5FhROL2EVVGX+/kAHxYzSgWqLwFwI27glvOP0XSyhZkuaT/80LEGxQZ8pz2eYTSNDOkodNV5dHdq8+d58hWv2q9q3LVXOlkAkjloYhmKzr//WRrNZ79HLujqUM4UUAQ8Yeu+L0qA7GQw/eNEJHNy6OnFHgYlEWFjqsHL7HVDGar6rE8/ImS9xIQ0dT/80DEJhRJooxU0w6wQ1zIgACAEdaqdx3o3czdDlc79eYZqQ5///nvhALHUoJDLD/wf//////lylUNIfrbZFHc89noXAOUvEkBs6xfUSgeF6pajtrdZkvW/aiSJJlJXNS0epQZiQ0Qy//zQsQvE+HilCrLCrV3YZJ8FJp2SMsaLrCgQk4n2fT/fk4kORRgqTJ197DTNdUNRKW12SSigdxFPcJEFOkOwHodU+D6uUqJR5oqauN+6b9/k0ORVQEAA42hDITx1vAsOhmDzQDPR2or6v/zQMQ7FDHm5l5qBJ7kZlOdw74Vruz6tp0XATOLf////6JJTiBIS+UHGW5CI56uBjQ9TohIPPPMO1LiKSLVvap5ub6rX9U3bcbRW84BEkiI0JVvpuWjh2+tgihWybLa2uai6L03oKiO//NCxEUToVqMQg4MEYWKgUFBXneSG8UGuR7kAH+D9ENUMZEtbDWUmN61f6dssC8XWs0HYDONsZ7sfSzWXw1LUY4ccihuviA45U10OahGoInIfKujSuGhEwJJcOQUAFlr9rr0772CipJr//NAxFIT2VKM908YAja3Dba7a1uRaGwiPG/r7RC7bm70KJ6OFlidauDrf2Xy2K5p58ltOm1fnDM3J6FDuH4PROdTafZ9A4OwsPnYciSh2kwm8ahodNzez/39lYTJyhMKE4KD7Kc2FeH/80LEXSXrfuJfj1gCjIZRosfe95+GLW4sYqOxenWp74+p+YfVXX+ymf+ssSEzq+5A6tJ+lCx811HNzz////////1J9b/QXIUfb+IgFsSdefhZlsiQWFmlURZy3ISr//2kdZWZyO3f5Dn/80DEIRRyUvJ9wxAD+jNkvtbpL2ZruSEdTGa7pJYxOv02Sdq3fbQeRH/7RPfd6MYvqmx3uxhSYbs/LutvVQqHurzsalkgmDgPNEUWoKNFjczdiVKhBWpKUGIs3+wmVrxh1uZf+pZgwP/zQsQqEyEqyx4oxJhGjrzrU52o8dWdY+lUed+p4mwVCVh087klHpGs7hrr+Sd5ZRWZld4TZUsDghNGuRAQs8hAtaqGDTH4yd4RxNMmhxmFDgUG3cssABwJhUKDxwXjVuoFEU8e1tbjCf/zQMQ5FBDSmnQAhgDSyFGleWS5jAMHmOYxxZ+KGg777TFV5VUNpa66RpImUass4GRfHZeg13KMO3WyiJfXqU871Rz3vS7rLM71wGU7tYeeNRcAuebXYvfKmXqwz1Fr6xq1Y+Se0mAj//NCxEMTuTKSXgGKGERe9r1sWARZz7tMSgk45AQQwc0ufZNdwaCBTpSx6iWFpcSajhf+FHpIQZWRSDKVWlf/4cDEbGQEOwMwIoqdk7RklCoKnTL6waCj9YC8u7uMlZYkdHSxph2tKn3r//NAxFAUATZ1HAmGFAWrhKiMA1rENYSR3EhQIfoIU6VGvBmVJjszGut3Zjs6iquKymWZ8vaUCIKKruAoDb8rbGZm0Sy9WU26VTs0z9r7oj+if9v2vc36iheUS6nvySF6ASfS7eeDOOn/80LEWxSiqmz/RhABDOPIjZMSAKVaR51HUFykwXS4KBUsHQggPjnW1Dwa9NwmXQofMaCr8Q1RZg6UHipJifwJTVu6PPPFMdA7Sp/dFiR0r0J+h72/XXM99/c3NaS9t9zfD3CzZl0svC3/80DEZCFDylQDj0ACRcpw88dJ39/fNcTERXbPESPir/qK/////lv/////9T3qAETrdqtNitlLsdIYAB/jx2CIprmwYicnaBHAsUEZccPFGHGxIG1S8lTSBEBArOEZJEfJn0jAhGzObf/zQsQ6Ibpapl+LSACiXJonjhVVqGbIjR+6jPF/B6OKNLI6/K3+snC9UrFF4L1Us+O1KMpfz5O0n/93/4gZZ2v//71fE5G3PxAZJ/KAkF29ILAd3/ov/wmNNfjf9necPuShhQKQSHED4v/zQMQPFYKOnAGGKAAB0DOEzoNAoIJCQeYOhYmEmMIi4AggAkR7CavQludFKNM2vpRWu/3qR2//dEunqHQwQPv61VGMv6+3+VIiEjz/lHfWLvo/6gVWIFLVVUABrlSSzAVj+lafGgcc//NCxBQZqRaVdZnAAAkRkNWDnHGT0es4zfgelh80aDGFmK8ARenmL64nQVxUp7FNnKrFsu2uuLyWVW89/f33H3X+xj39Vt43mlTUXNHzhJhAovkE8c6oBSfliUo7T/ES9RP3R1AEzAEv//NAxAkWAVK4AZh4AEPIW9zFm6TQ5R7TCURkWYvIlwepdCcBrMwsalVYsD0VhOT0ULki4ioXaDlWFya9VhVRNfrp9eJuNRry1/+/3/nETxPNC8WRoz6ff/9TvahKCAAoJIrH+LYCqNT/80DEDBbhfro3z2gApvrkZipel9XIA5JsvtdTYC5ZYushgJZSSjYUjZ2RFiLYljZM8OQuo5kLVFFpIK63tuUUa1EfyImjy4b1TMp+Z5PZ69Lonf///p2C7Ik//toLHBf8KYtH/tKHeP/zQsQLFGFq1jZ5RUKjTid+EC/UBv8aW/rCYH/nPwEOVbZ+kRAGfGckBLV/fGx9uGduYCsmH1/6+g3p8xtVDYZry2nbnawzLnP//+gqs6wM/bnpaikY+SQG3nUN+Xm2nzAMkyHjlhFBqv/zQMQVEri+sKoD0hiNbvgVHa8m1WP491wqhEZ2S89uoCgNJ3Y1qi1LfS/2d7q35w+XB8QCmcJTj9cnaycxxylPqE8PvCvXkJcw+b5n5f/76/7//+v+urrr+H743q0q9i3td4syRt91//NCxCUSK17ICggRMBFQ556RqfZbxA1iCAWADhG4NxYacaPPGiQVOrpxcXGGuwqVcvb/0D+vyp7ff///u///////ttf6vifiFob091Uc1GdfdcEyjMLqssIojCMDQt3HAqCIThUIgWBK//NAxDgR42bAABARMB2FkFQ/CByiHSTXTJUuCKofWSyW72yQCSMgGDiqLAjhy0SODEGSH5gBX4LBjHI479HctdJz+UtIxHHCC2QS+QzAVDMdekQjhYRNGr+ujT3rR6/+u0tWKypmNtT/80LESxL5FuZcAwYG1RvcursYX/8yVT520Z5hgPNgoa5YACGJTmPRChVD6kq2nADNwPsuZLfhyRJmNqKkvc9Y8OLv3/18e+NfW6Zre8eAZJ//nGCrVQzGca9FqxVSwx+s9hwrBEAxKVn/80DEWxHRNtY40F6u6ac8ms/826YfeOzm+JhBtWMS/73iVqLHCwBjwDV9YKyUNhr/+LAUIH6f/7XnHg4kvonMoN8gkiioy0VJ3xoXbb8D8AbW0eFKjhRRWo6tSXzf//51D//////////zQsRuFDjKyvoGkAz/L/71luwdgc8zEggdJH7wlT43xN1M/yyBZ2OLCx7hzAxhZM+lHjkWLC7SVMlZ6hLbf/tgA5E6BGIiJXUjKwjQcJujtKFiTkMJHLmdpUo5DsMFl//9Df///te9bf/zQMR5EtM7Hl4QTT/+t//1b/0umYsaYNcsTdHIH3FCnmQabsggMUoayXX7XgLkODiRGZiu9SuQ5TMmYSUwiwqiPzLQ1GdETT3Y62Oi//1//////p9v/pZtJVd7H0kIQ5ClYe2YRCQ8//NCxIgR42LqXCgLawUUEjh1hIyMLIuMlluWHd//YjMpELMUmeykyumQxC2+6bKJKTS/0jY1VLqRuQSmOAOwiwjP/hbDyggMW7ocA4M4RyyYs0FTxwkz/871k1u/0dSIUfT+WffVFttt//NAxJwSw1baWCgLh7bbEf/4k4RxGCTaELKAIMb2RjEohNbMZIWIZu7sOpUOY78szlda8iQPPEBhl6E/OD1UtMz9CLJOA2JZcURgCCQVR3SA0UHaYuh+wcIRyO7BUQDoDkTDgg6uyXj/80LErBNJUuJ6CYYaZJlHKp9LkZ6b9kWR/5UIJbDuXgfuGjDpFleV3/Gm2od63lNSfMp41+rPdf1he0KBL/6vqWwrYUOKzodWr2OXZVMSiZA4j10ry6AxVbMwO0NZXuFIqswvAjdS9yv/80DEuhhJTtpYyFjmZU5cjDkRAHgQaUCJlYaib/6P///yNUAzaGMGDE/P65UfDdy3ABkJRVMo6pYp6Qw63VuU7XrxlWCxzOIzlmxcCIWaE25Raj3+prXPbURRaUOYKHUlC5xgpHseXP/zQsSzG1myvnzLxLz1qrNVX+MfVZgwEbnWA1/86MFVaS1v+p8Q61igUEpV9yTqSDW3rJ08bH83mOFHj23ofoVIrRnvrlp4V71IjLC+y+sovOcZuTaX2w8vbq0YZ3wO/aqk4I7FKRyWnf/zQMShGanOndTBxwwIZ2lhGkOn/szF8rtVurMjFDMpkZzAjtNUuuy61/73etv+zv/9W70YrVKjMHXOYgwAQoAY5ExMFrDAQPp3F8KVIJyLr+WaFO9etjVqaYlkMEg9EFi3NAkc6CRC//NCxJUaMxqdvsME6cWEOW2iUMNmBUkWFh4bFhPcjx2x1Syx628U/+670bv9Z7ng1QQEpHLLARg3C8N1DND09syw0u+PZprVJQESrBhRvI06oXfEqRm0kzja3y96MDI4KljirHANQYKB//NAxIgT6LqNvhYGFEarAa5NIED8H3vD/XUUdt0f/8Hz9az7vE4g4JWvsm0rRUWmUKRyeX1ZytL6xve1/ny6IeGEjwBBIOFa/WP/9LpSpHA9fEPJTMnAFmIOVhAeOAbbN86b05+mfVb/80LEkxSBHpkeEwYQEsyOmbLH1C+JfCseMG5n6UmyG1CsP3KbmW56q7Mqsep/PLorrIZgbcTnD7kerdx3fhWWUNlIcTYKDIhwCWWExdgJRinLbJulOC7xMKoKCMRDVqQpu1oUozH/kVj/80DEnSUDZoxUYNjdVTIsxnQMaUUzWhetv12n37qVujNpQSzvR/1pIkhCTyTulERkM2RXVDsxCURv+6Xa1Z1T7U2e9lMu9t7ojUYjCiKYv3fht1kr+V69zyCM2bHUEclrMJPjjDqyWP/zQsRkGhNmlbQwkzyWpfmElRdrt9bdZK2x8VqPBqHtYo1publhaRG7q/XOoL3aiCd3w1jyn/YeJVwUCDe48InAIFtocZQ8H29TWIHAUWYYWRLkwJP//s9tNaAk5QmSmxqCrgYB9QdleP/zQMRXFOE23l4Bhgp5dTkbcQASSTLf1hAoUZVLVGeDmdeTAl/daygZDZME3hcTEwR82wOHBhBQs8sLtRHi6AEUqgAUpS1QqlzxRuLs/VG//SuNGoQ8Q41LWCrFBVaIh1MnW14GrQky//NCxF4UYJq3HgGMDPHiQfHVRQytCprQam1cZJKkSIg4xaRjM7D9qK7zP5171TUuUrM4dhEVjV4vrpOMC5VtOIhJP+sujU/FiAXMsIf/1ZvaGv/5gUqX6AhRwKgGShQUZ6gIpIZvM1CO//NAxGgT+Z6vHAJGHHGAMbBxwxIEwghMHaIet2ZH8BviYg3cFs5GtgaToOdILkW8Q8ha3pvc2803zrbyRWMmd/4zEDbrvggnR///////9QJjtOH6CHCauIJu34CH/9iesGCsRbthGr//80LEcxehAqYoBp4QmnIZvWGnm5QFr1gq7Vay/QalaJZ7//r61Sig9q1yjTiYcb3htXApDqO9XzqF6DfL2nIjFcbh/IQn7wUge6Fp86MPkimFQwKBlXSvJwOcNWONaVksNzbHBjno3x//80DEcCGJ7sL+2h7MMeBAYWIuCgeHW0urPNXf/////w1pDVUgAVGACZaANWw9AipnqnkCASAGudMNEmS1+p/pBn8+Bn57qM6l1EVGtbfhMQ2C31tBsdoUbdesnZVKZ7ZNrW3M41jdof/zQsREHwH+rj6g3whPDax/MtMw9EIB7At6zw042FEWFai7P4uw7wwiGrVIFr3czgmGBj8EMThyoB/zmD5y0m6UDdq3aYwi5rXjECQ8tlEiIXd5mPmKQgfdC12SVZp+wGF3JSAiGK/Awf/zQMQkE9Hy0lZIxO6JrwmcyjL/obKQBE+hQEy1lElblM6tWYxn8rf5CCgrAqasd///3VmHfBUGlUgTHY51dso5kfsLAtva9qUkxJpWSZJi4mL/qo2e6AwRarxaj53LWm+1iATdK8Y8//NCxC8UieK6VkGLYozSuvX96pJdSGhFZBIVt6SqHQUWwYHdZlP2f/+es6zz8qRNKhHZv9rE5dwB6CZECmIR3xpzR2dUy4sRLTlxx6ZqSBNjZRaFsGHtUta0hwXP+HBzWMdp0Nav/e////NAxDgTuabGXmsGUv4UE+g6ECDJoBoYEjZIBPo/umHrSy/VIVtjUQwBj+9bQcanePWJFEF0Yg4CX5pQhkh5qwhwERhSoECGFJqUsKag/17KHKGmyuzW7W3ehnZtFzV60dxJnMhBK7n/80LERBcZ6p22ToquZv//7y1XRrCZqjwSNDDRbn/////62UuAagiIYoAJymawYAjLBlsJ2xaxWcfdHkdSkIyHECkOhKwuIAsOkXq4lnN3mn53uGZeGWupGDH13bqLa+e2p+a5+Ptv/fv/80DEQxR54njXTEAA++tGQVGoaUef/bdQp13TAAgABg8044BA6iBVJEqUlODAH0BlKho/0QFsEumy7FTEUVjEoDshsgWmmoAYRcgskuGkdwxoucqhlwMBEUPIIEFPmpUBMI4yBly1cv/zQsRMJYsamZWZmAC55lrIAtN3e7td03LhifUmUy8MoOFjb2NOtzY8OeSKTJk2XhzCdGwNMxNjDZX/TcuGpXNP5iXCeH2X7f///////10Jh/6U/8eBDCqkpJuS62Wj4cR6He40AcIa0f/zQMQRGKMe+l/IUAMGnfvF/RzdjUasYBXCQIYnFgZjYG0XkZhKTHHT/5s5JxCpKeho2Ho1IWONvpO6nOarnb1S/PnO9pC09/////////1Xei1aVMkzHC+o+2mJoXJ6iILcjNstwFE3//NCxAkT6e7eXgmGHsq2RK0GuTFgRRISYkSs0pdM7hpz7DWycbYxQEbMaqXV5/Dy422WvGVUPUiYm436urARnNiUi/yWkSiHnRdv/////VlQkIh1ZBxqUAD+BI1GeSMW5IEOJUEUkjOX//NAxBUT2fKMXnpGlJDITo3LwIZ3nztwVyvqWKXECDidt+m2pr6/2MUnG9WVVWlSqGtLKT/fDXQ2BVRTQ6WpVW5aMBCUjO1KEC+WWSW0CXA8eJAQMimCN1qRMsrYim4zUvy1td6xilH/80LEIBQplqWeAkYaMc6wpZDPnmfJyqW38Utn5rQoY1Np2qpXUCMsBt2jOqLJOOS6/96JzU4hGP8VCw9ItRm2autAwxdc7YRQjXzPcMaMlKHQA2r9u/nUBc2McIQxC6gRiVj9SDpOxwP/80DEKxOg1oheDgYQEhQQwADnERCB3tVpE6FBhXn0MCTOSW5xzKyxMd7PnPHsOflFQDscEE22GH++emtP1CC8VKnOdxkP9dLKXV6Ww2Wkc7upYd38d4yKxD2e9gA4M3////IGY0MYdv/zQsQ3GqJGsb54USwfkAsDgIA/EgeChgoD4LwjFCQBwAYfvZBn6V+/xv73+/XFRWivln0Bw/////U6Hw/EAsEFj/3/vSUt7V1RMfDLpcgROMFfT9UVCaU8FsQM2OwTb8tvrwvjGziP1v/zQMQoHFI+nCrD2rSFUVJBUcqI5BEIy/kZ/q6SFafQbOHtZLrrDllNFA4JQ6bEQoqx5tUMc+tzANw2PrOHlKZPr6m/rfW+pDW55Ac///+sPqOSEvWHlSIbs1cQMI50JtuGwF9PoCHD//NCxBET2Z69vGsFRCMlIxdWxEGSgkgQzTJqKGj16rKWy81THzQnkp6TgIj22nSDVsCZ/egIRwC8BHWjc/V+ToJiGU3z//////696gxk4mneIA0Rig4ZsYI0BzUTbFEBiXwplXCipJV6//NAxB0Tuv7GfgPKHM9UvbVhxK6vZXIrBYlKXzcZ5eEUSjc/GD+/Xr79C8PdP++jf/////////zcY5bOiuofhRBZadagVQ2PbyEXPDoCmD1mVcF73HRsHIsOa3+TNNkopYKkrWL8ZeP/80LEKRQRsrJ+ekaMscPtQVfmWZ/QTRqKPoF/W+z+r+v1vtASWe6qn/////nWEpKW89IjVbWpkiqmgR8bj5khgJkRvehLwsmFmLmAPmEwXBKRNv591EU3BFw+aMswhQEVoq8aBUFBAAz/80DENBNIwrp+ewaET9oXatInA+BQOTP9Isj////9LWOb+RtPCipwEVViFgCXGw+NyBH233TIFNzSuBkqNDltFktdsHNT3XA08e8bon8min6AjicGliWAxgnSgky9bUucJTYWR8HEtv/zQsRBFFDmun55hMS5P///1UFGiAVSaV2ijFCqaoAiihFE9z1VcDLwPzMa47y9UsxnpP90UH+1f/84+iBAVcgoHHQggAaHo/SmR84sxhoWGurjCpk7vqdUsIPPh6mrOOEwwAv////4uv/zQMRLE7GisYwLyhjV6e+6lHcvrlIDj4zxdGCO6PgVCNhLk8fNhdo/kgsgvIRjkrzKlUt9kCBJc0oCMFBVzjCvOHmqrn//9gY+1SOr+33jcoUTNQpoUPT0Ff//////PWKzdSABVEwR//NCxFcUWbK5tnpGlFAHc8paYprHZuMIhnMPILdkqBMfUS6J2LNAvliRuqbGaVrEzkoA5coAkKo0e7qHUmYfez83d1yjklXtDt3FzgqFjBF3JAa0ZmQAfhdwNhW/mOkMxP7zTswjs/Ua//NAxGESeUKWVMvKiCM5KUNmo2RL52wQ3jxsJJvN1Q5Z6Dn4eeYaMMqjBJSIrd7MrdalKXS536AIJtcytiIr/jS6opfK0p8ndJtq4ADduPyM6xlnSl9xTEDlU8kbI1mWYyx9Y1vLuNn/80LEchR5npT2w8qS+rYZoFhKMF+t7kYSzXqqc5RLf4rzeS/z+tKvzVTjVqzQmWf3ZrAs/O/7/r/v652R+nXsrnctndNvtPoNRYJOLUjRpXpGwtQ0wq2Z1KGWQbqNULM3nLuyMak8dZ//80DEfBRBHoRfWTABhKTYdY5eQ42M+MnuOWDh0qPljNBBBChmCSVImvEVfnGNNDsnOdhSZldQdt6Tp22meNF0DjHIKpE9KZj////NKOMpnm5/mZR1WothVCz3/////777ZXXU3L3+6f/zQMSGJJsa1l+YWAJ1z880dap/8+f/54Kq/taJK+JhaWWYmuEGMs5d2WEcIDGZ42qfJwZLNlURQ8afFc1AAIcZkXB3AG0ly6auLnKhrLo5joqUVNa36foez5ZLtBMU0ZY0L5HDGipI//NCxE4feh6YAdmIABmXByh5cmCZEfDwXyOQD3DdSSiWWgtZ+g5m90TBmdkNFRvonDOyRNkyLf/////QK2IjQTp6RJxxooHkbbnBSuOM7DeHUkkeOQGi4+AAyT2o3i1W/XZ7O6VScd6i//NAxCwWuXbGXjvKPIuK8TBVnR8TTp1M/LzlLVzPqWpxEVYQPrkJcBQi4mCss8+HSZLlg3/////gIGw4uVAmIAmVj8tOOdEoH0krf0HqnrtQlCPakbRpElcTUy35nfjhOr5T4s97EUP/80LELBpbZq2eww8Kc7RIt36i6Z1Gg0bB2/UuVK6tyq9epnHS1kEF6hBSPG9H5Xo3luZ7dX5r873PZChBv/////v6dL//XyjtLrWRpspaegqfYfyhiRCamzqR5GDn1yQrhROVOIMnb3v/80DEHhirYtJewssnzEECl+uWESe/91o2daeSGgWs6DfjVPIwigMzsWRfbxrl//bo3E/F/fo/X26eflFPB+IvyTUFenX/////p//9X5juNFRq4A7MAKiD/37t0W/p1Y+46eFUGFPRCP/zQsQWFPNiuP7CxNMq597qAE5zsQjFnCo+nnSLTreGfys0qSHohnsbV/1//ot6DcrcR0fp6f6eX16v/uQtH//////////L5kBllpQghL6AnRRooTSdJgABuFIE4yLlZHYM+vdlar9QrP/zQMQeExF+wb5TxH61/8jEraGwuWIV0n8fsu7tj5ylriFrt7a//8r6eDfIUV+R3z0lvIAv/////5VbahAgCp6RHgB/6F8ad6P8mbh5UGFy+bVWO4h39AunyTf1NjmL7zL6QeMUQAcE//NCxCwTwk65vnoE0mU88+X9v//XxT1DeN1leZrVLRFbVOvpfMlQ4zUKAnIJM+rrAMkhLvj/EBmpuCF6UytiokgumbD4wHr1RJfokka+UYYgauPPOHIrUe6kR02vp3ZF//oGdVhXAJkY//NAxDkUSW6gfHrErqLXLFqv+sArBYUfVL3rqRTv6wfVjf+GC9UEXvhxOpNWrmETEfFGNJ4wq0xzzCpKXr1b///+irYhPfU5CNRlfo39qNyN0b01drzneUeIRiU15KVdG6MTIQ76EPX/80LEQhPDTpjCWAUpqciEHZTndnkIHFm7APsn5ZZCgOpW1/////////smtzM/1eIV2EW/arL/r97bNuBabk8v9i0yd8yO5Su/guwRDL3WMh3XhHG78PNJ1kdOSggQQeogQMREYAw2KF3/80DETxZrUqgAEZPlcjRk6RiBPuLypJr/+f///n//////3//f63+qjmy937p7UsWxKG9GjrGrLp7XqNWpyirO2jfPZYVpVvAXHiTzeUhFdgu8Qk5OgZgIjzc0R068ogMbhRbbfr9+AP/zQsRQEmtiwAAIEt3+U1OhSiqrrAgQiYpGPsM0Y2brfFM6FVdGlmR9PP////6TTt9uT/nX7upgjpXRsvjsdnCZSQZzBAqChhkadRtpnd4f/h/wDBkiA1e50EYgMrJg1YELrq6qx01/WP/zQMRiEONK3lgYB4+5obNSPtdzIX2yPQUe3///mfMG+//////U5Znf9nlMm/+jM8cWTOpYYM+twcEBlRttneIf8B/oTwGyEFBEwwRQANMmkUUjGQx1DR4ZlJPOAin5fl3L+f+eqN0p//NCxHkTM2beeBhHev/////3+tqn6vd1cOcnJIDFlOdmIRkQElCj5CBwORUa613eG47aUXSSAYIkU0oqBHDouHSRlKGH8yVNDv9C6LBY7+oVxMASxKgx/0q5L6pElUWWCp2RKuDUFTq3//NAxIgSozbieBgFhxZgNVA1tQ5LJbttokJ3OSijkbaQYNPXoTBOhkyihnW1QGkVCiNRLs8CGY3BOmN27E3kkyjfkKVp75YcdzTAL//oQpACQWDolixVN+m87xVMgtC/c1AORyW27bT/80LEmBCwVuJ4AMQSoT9TgUDCDihNJA5sO5PHB7E5wLYT88+lmePC0Jc7uH/YiBizjBiygACqBKMPX+oKCIip3+o2+WebWRcSYKRMAur7ftU9EBGlmA7cdfLgLq9oIxr42kEv/WFoLK7/80DEsRO5RrJaAkYSZw/KFLHusfRWEwHa3+z/3xX///ea/67Gn1GXDLCrUV/v8egsAx40Q0lFjLL///36vZ2R5TDHmjSrsX////7JEfq9nY38dklmbT9TicaXK3390z8Ze7vLTW6Uj//zQsS9E8ESsl1DGAJ90+3jzAcCaQWeJao0YXFYDgdq1MlToswDFjol/9BP/rYHamSob/oP/5rqUiX7iuyxKBqQ3jWrFefqAMs9fj/eJc+nQy6upk2+/zKpYkHD6KJiQ9plHi2wwCIdDP/zQMTKJBIqtl+YeAAcUugoNOHUgOLDuICkko4+3////RavTprKVc3TliYfNFSOBFjDGeDNn7mAXNfsYsEc3u1TYpbMSS3iClacEzFWFnZWjp/0O/ivv8v3+b4U/nb/0H5z/P1H8bs+//NCxJQUicK6SdgoAC2I32HLXQqfgZ0WEvm+sAA1/96LuE1P5oRAxuYnt4JFuNK2wjlXQikh0CJSM4Fak1pNK0yZ3dFskf8z1EIsfUVme4y3MEl/K+goP9W9E6lSD5f5bAL//9GZ0bND//NAxJ0TAfLufoJEVsiDzqmFFzX/VAF6NvMCiKnegIZSQ8I4XpFO8mf0TAN95/s6xryylnRedM9VcFQFBUbLPqpY80RcKktOsNf+kGke7I7fUBj0g2a2iQWHiFR0agi3Gh4fgAu1jaH/80LErBUx8sG6eg7StFUT2dbKxXDZcvU/VQ71rUAdPBuJpc1cRHmta8/71rCVQ8Y9wudnykGTPFUDMLJ5JP2zxF/Wp6oCnnBuxBHJLIrLD7YVMwmnLbbEUnJR8GBK2oUzKisQh01Yli//80DEsxMoms5cW8xiZ9UZyETorkIoARtGO/pCavq+Q6cP29eMt02smTNCybGY0Z3Jk9xoi9bP3trY8mTYhn97EYeZmYiOLC+Dct/t+bfhEsnv3XlcEx3YoXwAwHvNGDJ0AIUATH/7l//zQsTBE/h+on4LBhQAgBAsF8n4wuEAsWJChgwdAgegmI6s4L6oEA/bP+bXoRYpARKACgAqPcH20X////7Y9kIIXMhZMWLTIDf3di2yvDlnKtI05bBS6Sai8N5+U/dwNG2Ntz/OH1mBv//zQMTNJPNizl4Rmav6YRKbGlAdRdkcKCktmdIrNMX2G9mKxvKql5lv22VZCQzhDJJWHdkccls7JaGTD8BJMOn2Dp53BJK0Ylk8Ri4u+qgzqhK4rP0vN4Hmo/WuezYHZ4iYh3skfYQz//NCxJQig2axlBGZOIa+9muQxlrsupf6z+nlhqR5IyMd1Oq1wniriGaQmETes/09ruHNUs8WSqGyJJqXDCQ4qHUyz/63MqEuzR//q0LGiKZrOtIqANt9oDU2YwAEH2ggphhSZXSIS6pz//NAxGYUGOr3HAGeGtLNkAuiChUVVaQ4WYYywCARp1ZhrBcJkmrBUKnRK248Iktvb7LSSQCZnTPV/XQ5Tw0WBoSqxW5N2uGsNIoXNgA0KWDqkDYTJlgAagLBgmOICFmNTlkEtYk34tL/80LEcBRgvqZSAZAU1N6lW0BsvE+QsgYGjGkEJMsIVlWzodjMfe9rho8DNDtZnb/2N67eWQ8CkmrCa3J51VVAO/DjDDXcMR0GzYmFph9EkpbgyI9AVLCqwCm5dr2eugzd/5hgJMJOBY//80DEehPIpo2IDgYYkXPC7G4OBLUHwA6HQqEgOCbrsnZ1x4EVnvMXyXkBpr/6v////+sFfQoGqgI6hzDZJQ+wzbTgECAdJgOJMwfivtiAs21KrP7QGWLXUqeVVlYhImSJixSR1P5IH//zQsSFFJjWmZTOHnCGCiFGiEaj3hgIgzgiHiEM/jO0EJrtlsYQyGJD/KJ///////+XIKqAPIeodgQy1rBOiWM2CDD2hjWg86btu2yXH4paATYhOpQUh+gR73wtNvosT2fEJA2ih1HeCP/zQMSOFcFitLSTzJgDWORGLnwQAomjGiMRuCgtdUoN9kxyzrteNMkL1DE2QjWJoAaAToAHzi5eZ4ExrkmePFOQnW8DlQVcSwvhycvJtfe0xPyIQexMAND2FEJvYOa5KrWxVcmX5/wv//NCxJIV2fLAtGvXYox/BJcP7MrGPfyqMcq+rBj0+2QpAmAqlAE5JSTm7AlEUKSIJVxJ1b/LsyQpP0er811U2JRZOKhkEU/ACToMzCiizQjMp7U//f85yBohRhlnAmNiZSlB0s8uUFRo//NAxJYTOe7CNnoG1Vz3/aRYqYdqaVV0md30jTds3g2AoB6u+fHLsREJZbTaNIzE8xFWljwTm0BnxJP4YlkbBO1L5x7BSzmF1Z647mSii2TFhxp4tHhstXnC+1s+SYoevPVJ5kBwyNT/80LEpBRBeqWXTBgCnqebgjtszMNm1duv+v0PGVZmXB0gmZmZmZmZmZmuTMzMzKUdzsuDoIBiO6BbqNz//00PAigQW////xsEQBFONySJotGIuKRtH/Jv90pnFbVijFfbsqBkOAtB2rL/80DEryN6XrJfj2AAIB46yWQYgk7dnU5ObThFDy95WXj5y48anEUSlmoaLS5BqFnV9RPD2Tzc53BKLKLtx9LNCc01NCcxnfn3nzkuY1kInF3fqIG1w6/LLPMYfPvOc/SS6tum4//5mv/zQsR8Jasyyl+PWAKdTrcw8Uf//UOt3u///2Mq+GwgtaX+r/g+B1qMFN3WdXBIPi0IbDn/g6EdGhSP2Wt5YVt2gtkaxp46yK5rUNHtzDupnWqXVqINj0MFxExTShzOh3/+rc10UeGyyP/zQMRBGctO4lfPOAMJYRE0YkXNmGo6GsddzWzTfN///////ovtqOF3oLmyo4cc6DblRNWAWh1iWiQb8rYr4l8B9EMPKsg0a2k3q/6qhnSz0kpyW+T50HzWrYcj0g9trkirqJQMQMUJ//NCxDQUsSqhNnpGcBJh37J1J14dBoGn3FbVmj2////9eEgqAg0kkVcdLElW5xXfgPjLaBaWZHopbkYymBkgOigomEmtiULbW3e1c6G/Vdqc2mKI1EFKFYDQCHGMQQIGMIlCT+twjB40//NAxD0TaS6MdnmGbAsChwi7Ii51qP7E8W/Z9v9KO1qE23AG7tg7S+xYEhfBjkvOcLB0iRWGRPIslRMx9Tcw8WiKhnh72du5a0O0oZSsXBmhRD5W9PzpRrO5mJ7hhRTEXUYwTWCTq6v/80LEShSJ2oh+eYRwa0Ri0o9qdcnVATUbbTjkAH4ZVAAaxNWmlnwDTogoj/UxHsSVLsPCkVxfzRdAjOHBFLmxsxal/n9dIbEzfVJcGJHnN04YasYgSp5ELKJZ2FL/7pLqUl7+9khhYPH/80DEUxM5Hpm+w8ZuLsQVnHxL7ZO78tDiRSpRYOpYw5Xz//674SXdxgoe7v8EGW5ANA8RCygFxHd4T4vnRIShQURCw/Peyz/hKfRJd3ggxywi//2zN7caspIYw3ZxlS03qJBF8a/X///zQsRhErH+lADAEOnzvovWmAoHxI/Q9/aN+8qQHrLGQ2/y1TPU6+xUhkk1HXSJB/J6lLCI0FHCIECws7///+TSn/pqGPltvUsWDwvVig/JAV6BOLNNCSIc+rP7aH9RIG56IYmFDn0P7//zQMRyExHGtADBUpzVG2ckoCCEPQ/Kjys7XVXr//7oZymIpUX///////7qcxlQKoNjANCelAuhCa8/LvbzSAg+dcjKEKkmKEsYHLZlncX8WL4oihvue4TCfjPLBgKL7z4SKb4UNC9///NCxIAUQurttiqEejYzMRXEtYS8lW+GmrFVgqHiorR/BYaC3/////9NxqaV4lVACfEPTDILTTTBUZNsSb9NcmtPERdfn18X/mgGVz/5YvH/PlmMkNz8/8Zv8b//kbaBMEzeEYrb6PbX//NAxIsS6ObqVnhNAthnvF27b8oT8ME2ZxcTqhAwIA244PBv0/vX////2ZcyRc1VHD0ESoWx7JepHWiodkaf+nZkcjC6h8SEhw8wcCx4oJiXONdBcjeHgruRnBXve/yxOkdS1zNJ2mb/80LEmhNKotJ+QFMchWmImWtRLWTlpWoJ2WEcD1r8wjGauFK7XhO5GBsptCU/25Sb8cctaH7gr1uQjiqWkkFfd9y69fGAoQScCiipWFUUNFGPCr3ra8psLERod3vKVQiHiomqi5pVYkT/80DEqBKimwH+EAp7AZFl1eqYFCwIFOFutmM7zrxazDWuH1z7TghStAvqFBQMDdS0mgy46TMqYQSoX4q3xWkxSVDiLn9yqEsZ/RehSkE3Khdbv/7GQBf+ylUs/UoVKRjTA8zsRMjOE//zQsS4FIji8xxgxMqtgRfMtk5AJAcaPyZepWQdWzf9RKhDjXB1SS38jO8skryz6CP/Qt5a/6VNJFZZqYmKml0GBsLSkLTVVHRi6oo0ebpIsTUGGSq9ZY0GsJGEh3OcSSrHd+mllCACK//zQMTBEwii/xwBhhIiFoLPBu7vhAAAJ2ACwgACH1vhgmL9HwkbHG3/VR050O/6KknolmIFMUf+6FNaRTkRFVAgJbVuRKcDaWttJkUwrlUIFLKupI4b3asd1xK0/LAkYucqSDqUoGFg//NAxM8RMYrWWjBE1sI+3y0dcQgVgCWRk27UMkhgQTWeptlQgXBYn8Zf8WQM///4pSZsRaMXZAlNwfOCYhqInwSErYqsJhGrltPtQ3UyF2Yl2GNLTgt5Ti3XWJs24ZsELPKNo/RNBb3/80LE5RRQ4sMSDkYYSu6A3zP2/lfUjyu1W1Tg3wwseAnJq+RvOINGoq7t7f/ESXh0wC0qQCSjJcg/WUQQJSDOqDlL0vxxqdW/g8jOqXkFPcbjyFzCoVy785/CF3pE1WTcihED4umm39D/80DE7xepirZmw8SQ5aiMS2//Tp3Grs41cAnlniV0OyVv6mCEoeLArQhR56SL1BQqlG9Mc/tUZtNQmSgdu3GfG+fD8sdkxuw7h7ZcvMuI/J5EImx0CiIiVTg98tIZTd0MteUcomKigf/zQsTrFrniua56ROauLptvT5VrMwsUUa///MZLKIhp4jKviJrRWBx/FK1JSeWdTCmtlNbXpee8bQQVHLW5JLaAzgXFvVz3BG03U9U6OhCXqwrWOsoqFFlqLpIFT/9J+tiQ4cfQwfVw3f/zQMTsF/GenabCTs5H/MX1PKwcKsQFStStQVAYiOCUWhMhkUJRM8Oxqx5jt5CjfXovVRPFFSEVZLZLbbqBnCFMcGCG0AjRr5pMXUESe5yxyxOrKID1A2c5umaNb+2mCgVASiev/6Sv//NCxOcW6ZaEbspKjKTeIYm66JBSdDxx//W3w/Dd9G0h5YuIzASsrt1VOKAUcaaacDhd1LvbQgA3btfrvsB8Q0QAAglOkqfwNlOP2Sw8ee02hIYrkZIla2ZHDd9yNwxqJODn2ZmjXodt//NAxOcWETauXgPQFn6hOTGpGT//kUNNTOJYhD+pqIzI5+ZvyZw74IeQEhx3fZUiGLl1b0+6RKpvgtR2IwcXlFyx1kTSgMe2nQh+OkbLXrnqKbfiue8z75uhFyDCdTpnJVlOtXKn7hv/80LE6Rbptq5eC9AW8dx3/b+5FQQ+SFmwRVEkZW0YBBEyH0GxoGNAq59U2sWDwcUBV3mdYro0Vxnda4NwIKNEVLCZXoxYdSKMvOzlOSElmFDz9QCyHk6M3NapvVbZQhDCGaUZdt/BpKH/80DE6RayFoW+ekZoiyzyh1KBCbVBZrAbcCQx6AguOdDzrlrVvaAU0rHvBFoqcFbRjeldX0h1EBblqxMDZqEI2wQEsjMiZAkXhJGsjbh25oCNpecvLbv42wXIEdtEAfejAOXegZINvf/zQsTpFzmaYFTDBlCowoSW8c3/pu650Dd0zyaZ6+yDQCDCwGACBAggY/XS4gK3LaRX2f6U3TBQnZ0tLAlDJNC4xPgB8JktVpxp08TVDpsVpG5w2SRXuHtSe3bXvb6sS/7emT0iBDddE//zQMToFrEOYFR7DDD3wC00rBfMq5JHLvOZrvblya/AKZ5of/LaLmXASB1d3HIqdcGo0h8MvOJExhIFlQqdSWgwWEONxidIIzgtVfcgnOMINHFEIJngNCuIG4NNI9qUkEZQv/vSlNyZ//NCxOgX+aJtFkjNZN5pED5EswkWSGaPJHkXQghRFL9tJm0KC1iqxQkeacaUDynn7ftGM4YqH/ktIcC/wHy0UcFYpZuQjTIFmF11kBRI2xlyZdkdsSbTzIhTqkat/tGdWOXyfhQyshqR//NAxOQTkaKGXlhNZHVUZrzbOVxRgseRr/+rKOqlSWOKB8ESaxZxQmcmCSZtVHdgS4zS1FUlfDgkYGzKnFJjRGnOCALrtCpjXqUe7vBqi7SqutaYI34Khts4GEgqvkTksTR9lw2aVnb/80LE8BhRqmAkSM1keb3fCeVe58zzVJnaam2CYJokgol9KRRzFBwYQZcqZWmioKNkaaGrix+dahYEkd63saGxpAgeDiLMoGErJydSkC5yS7wZUdP75TwYE7GKgoLQozONGbKHwrLnUhX/80DE6haKGoG+SMrYsK//8P/yDVQ1wahGAmUBGINcioOhJYMFKiBsgtTkBEw5FMSKf2/Wd+r2J3NxLCWGhfkYhicWx9iCA1YtXr7Lyx7at/sB5gyq3MsTHR87hFIcYDo1QjJiIAggo//zQsTqF7mqaPZIzQQHzyTAFQaWk8eScGA0pF2opFqiyitcm5yxr0V/7/2+igfpxvmHng8EUypGEyVGaPCMVmVxgmaQETZ2tgkC1dju8zOnbKZmhg6Iqb1TTcjG19VQNbAaEyhu8SGlCf/zQMTnFkG6aZYyRuBUh5lwbC6ShnSps+5Z+7T0Lo3XfZ/taylsLzfSAxxTIoNAU7WRAEhQWkCwIOOQANlXu5EAXoYtPvdNLvWHEChcSbh+TeoRN3t5uTRqajBdJhlOiIdfOCDJAeUU//NCxOkUYNJQCnsGbEnEY1x4VFHsiyAyPDyCBESrGW2L9lGqOXcxqmLfZ4nQyLDUVRC1AC128BAAMMD4zNNjiyDMji4BH8wAITOiYMQLUIqxgAOlkASEDKxUDAa5DEAACB4GJFyd9JRG//NAxPMVAUJc3EpGGGLh5TAZjuwsjbnXGV/fctMmm6GwydX33K1vjDH/PFgOiBABk12+78Q2s3XKpq+/03fO9369/7v9fMjH9KiVqbt2zo/6Vra5tlllm08O11oAAFIZE0zELxY2DmD/80LE+hmJMkgKyYbMDiIKnDAAImApOZMmyJJlkC4Vgn3AN8YC4gsTDSSKgLxFjG+geZFE4LIHGUlmbIsZHymx8iBMDPjJjBTYXgYzGUPIjngWWHrkUTSpJkWHQNqs6WiWKRzWRAvGB4z/80DE7x+yGlA1XDAAEm/QRr3M0GL5EzxPpm5FCIIFw+y2+zk4bFbt+MmolycMy+kgaDkCBjManIQhAQDAZPJYNjsXSbWyrA0tE/Je1J4SOIZgviWNZyHOi2lXNrpORI53PDzxMz9Xk//zQsTLJXJKjH+amAEZswmuTUsUyz8EvE28MBNr2E6fyEYh7zfvNIRr081Eri8t4fU6nnYIM7Y4M6peucPM25oMSNCvbUaSbKiMgnC5nbGS8XGtdtzfMyEYAUFP/U79TvvjAQAjv4oLBf/zQMSRJTIGzb+PeAD/pKARqy40e0Nd3VpUbRrb+0UpWiAiFqJa/1Z2laHvpvqtJqUv9Sg5Sk2aQz+lmlZMWdzI0ltf7ALAXHct0eTnlJnF1nKZnrFnWOkpmvbOThtx1awjWdtVzP0i//NCxFchqbbCB9hgAUqx/IWXHqfHdbukKtEx3LIMw0Zslu3Kav/V+3fre7f///+5ok03HQ4wYlNtjhxIupyYILkiG/KItwZd8agkiA+ue7tRPhzLGdVRJcHk3WJR3e/zRafvzh8VUdYh//NAxCweKZ7CBgvYGAQagsWUdjlETVaxyzzMHVrWj7DEF1x6W06VIqRK6WszB0bzy5uUTrsDfPWtCIxwoSTfSJAmgiKAcBnwAhbm/c5h483/6FzY5BlSSo1NFIQRBn/thEh+OH+GwJP/80LEDhdJlsYEewzQMePl8bo1J9ZpkFQUR0tc5ONnfZYM3505EUeT/aFYGx+eZeanJl76eD2n6aYxiIKiFEbuqvLpvUXBlWjU4oNPPq/zK2ChEfR////9FCUKAqoQpNbVWdDHUbhthdz/80DEDBXR7tY2awqadMwMh8B3cetQVBv206i8b0+tcEJ/narlab5rXi6eWXUrRdT9lkN6lLTLCLaOxT+ItqVBFtGMNb2/+YREmJC4CuI0UlkjP///7etCqihHn1H4yNkpZjjEiOVV0P/zQsQPE4kaqLYCTAR0yMy5xaSmuL7dm18OZtKYXKEppI+trVuz//66jyQuo4OEqknWBISrSDSDRWKRR+DS96VWXo7v/766PitjURFV/1DhDLgoGqemrJIgsAaIZfJUiErw6xySBrjY3//zQMQcFBFKrAAZhUCp79DuU7Q4GwAACQMYOBYTg+DwRJggXiBIfvSXeXhjlz5f5R0Paz9Q1RSiCB8TrD5QEBAGFfw//Ivp///T0//Z4tEKQg5CdwgoKJUiNDmoY8yMExciGRB5LcxH//NCxCYTmrbEAAiGuO5PnmUK16ZSzhHm8IiBEHAFNCif6G8KBYoG+MFoECy2LBky4npa+cMqAu10sWotGj83o9lZhZG1bWa+PwEQDGbERm6+dcXl/v8nv/Zs/PKSKcpswlj9TIDoYUsI//NAxDMT0mraVhBG/Se0UqK+oASYbluPgSiXZet+tfP//+BNRLi/I4GqCYp000NUmN02THJMc5d/WGoR55zdn2JxYkWHDgVHqIgyIw3ErxooEjgeEriqHkWxtRo8eqJaySYd9cj16nz/80LEPhNInsbyAYYUSpQKrj1gI+0Cop1dWzs1VQmHc6gA/ZKeOmLenDdgo8GFGUBQIZpEaJEZ4gmDI3Yk0OqZw84hYDCye6YQQQw9jHf492//hRJJNKVMY50BPIpfZN7u8sVW3AP//QT/80DETBPoxrryBowUv0dvchHIEEIi20YyRIOHUMoZyXfPrhNcPSBXVEC+iFMNVqtSA4Cl1/TI1rfvlAEByNWLHGz8siDJc9NB+oRHxYoIvRNkQ2lq9FX0JoX9P74V9VVBigUqmADTwf/zQsRXE4jSqhIGjBxXMwXLrS6BqT+xqA1FEJMmwv8Xxaz/T6L2o+br2kNhzPqhuHlLuVuq73TRUVw6PYDK2gMURSBG6f/bkZ/EKOM/+/LN0nKqW5JWU8Aw5KdqASVNCBcRCR5pijWEaP/zQMRkEvnishZuBDiWv7cZgyXDudAu91seajODNCmq6MZjEZGDHctq//L/1L1DGnFuWcOb39vZ9zkKVTggokrgaJ6YPK9QD/5/HUubUaitQJTO51F8A5LkSnSeiw72/9d0pcLZQQ4t//NCxHMTcgLaXA4EH6HNZ3ysbDXL3lsbrM6G//mbNVogGAATuCBqYuUiSzyy+9/rKJAYtb1gXJc01sBsRUB7BWqxXE6AZy8rVoabUhi0y+jf9hi1ADBaihaOJC3oKBoW4D1RE1M7la8p//NAxIES6f6tmMCG9Vv+XKlNWN0+Z0UBOra67lj39dF3Zuzy1Uoc/vJKAD3zMvAH/coRybr2K6wAw6DFP3WjvmFgItmqGXkfXVdHMOFiL+L86s3LSxXAl25EPPuW14X//9JlVfbmv2T/80LEkBRZpr2+i8Q2aPqCcSAu9PEoaQpv9J1nsUaqAq1Amhj625cYnFAnlftL4GWx4nT0ahpfxYN+NsaWpjaqMgoq8leJGaaKDmbaa4Og46D4nLw7FQfSQYzyefSCaAZlg+Cv9WD/+l//80DEmhPRopB+wkaUe7////X591UeQeZ/7kgydAlqxLTA6URnoqscxnQcm/cEJngYd34bRRcAChCOdgjgGAcCgbx60gZFz/VfvIwRPfEAs+7//+r/1OdGI1Jz3IwKAsGVC/Jz4rgVxf/zQsSlFEiehF7GkjSyc4eEnRqGehYww8MxWNJB+IMfMfIFbM////t/////6vU/PPcgMwIMKgKkIWKf/+yuE9wtFy9V6sAsii8tpGNiRU934fSxtfdYfCbuORlSDR9JDzGS/Tm9XBJAsf/zQMSvHstOlDTL1M1H7eFzlTj1IAxIvcDcLBSJlTz/fX8Zkzb/w59fCcnz5Vdjfa0LtvrvXrg+SbSwI4scWSI/QvN/3DH1uDbNDonpSY/M0w2Pd+RgcP/////////536vqG0VAe5wH//NCxI4jo16sXMvLOnrZua/SC9Hz8mbHx3g9H93gNRUsapB2jXxjJG2X/JLI2+2JGmcL4pLq1Qp7BmmuzTHTYiKDS24yoFWVbF2NzEIAlp3HNmGsNWXSnN5TOVP4LyDZby/K+OHcWdTu//NAxFscA0bNnH5PKq3X39unn+////////p7eX0HX3KPma5L3LFIg3mx+uafyRa3RmcdrUfGEF9VoINqRICRevgN13bLUCrfWypixRq2a0BXXhzf2KoscTCRBBxr4akrf5Z5v4SxN8L/80LERhkbMuZew8S6Dcr6gH+nr7myC+Dbr6dfTsb29////////+/VuH3ydWUlm4gQKyQ/9aZ9YywlBgFS64i4lGsMSDZ+BFETqK/QA4T7buwGxqHdcnBcyxWalDfHUdB8W8fFh1AYZjj/80DEPRmbRspWwcUODsyphkqBdC9B+Z+G6eg/L7e3Bt35hLaN1Fmx///////o3Z+VtU1DloHKiSOckIDOpC1bVH20Yof4UuvszDbaG/qG46SBseaLcxHDlKumd73lvWsZLUxxJ9wN1f/zQsQxGHMy0lZ+CpK40V5uotzhnC25vFuotqNHbiL1OP1Z9T9H3E2rC2XHt183//////18uhH5HyCLrlBmtaF21jAN4TGpwHGHSVOgenLWD2fQ4D4XNsph8LU+xZuZc1w2CqIHpZS4Nv/zQMQrE8m2xl4LxBxq04UvblLqAtob/9S/6ucoUIKwE0s8rvaWfDst////+yRqdw5VEggBqJQ55lksq+xhBaKzlQojNRWxAAcDIqMU4TTMra8jj6KHvWzP8teqwZFFmfTieNruF9+6//NCxDYT0UKY9g4QDJYmnviCKioNZk0XGWeRtyP////3UiVrX+RVEOC0gA7r5gFRszcdLNKDvzDaE9GlxShwfCUymY8c/Y16jObVVVqJqXCUsvNoVOg66k1EoFmhcyHIiNm2wIoRiB9p//NAxEITeS6U1sIElp8rMsbiiaWJ66IoKiBbm6QAf9JCZxnEe4Tpb4C+Lu3uMCCq2ONLIqGPc1x7K1nN7V6Zvqja0R+7zVUOnRyuuFJYzGFLlldLUM/8zsilR6//zkDmVACQtUTtzv3/80DETxQR7pj2eYTv/yoGAIq3rhAP1i2MoCtza+RDkcIEHOOCgGJSnrS23RyZVYa0A5RG6L7XAzCCPzu2xUVasRbZjtSoezAyNX/Pp4d5I51FlC4fdt4fIo/////2w/X87SSoCBJTG//zQsRZFBmWlZ7KRKhuhmTer99VMAtDEybF5QtIHqDdTJZ7RvXmOHMTI6n11aIcWZ/qwXNEHQ1q45EIT49arYFYhk3y8m/PfMJ0YwQjnxqbmXr/r2eeIM1CcjDZmPTU5tnzCdjyMb/////zQMRkGmHuhADb1Jj//lCDHoUNaVpE8bFqZNcR+KeIGDG02XKBgb5KHzWOqtZvj+HXwWh6KlgiCoToHYCg6RqVCn3sxFOHovaCML3TEJz/MJ//aVNFnqJBcu5RPrvtE7IMkY5///////NCxFUWEe6gKg5QDP5QglWRH/AWYkH3lcK95XIRlANrGoXLV11GD1A12FiY0MrKXhn/R9S8R69W4k+IA5Ji9+vLzkWxrHGPmVXIPRh4SLB4tkv///7FA1BV5VwaraL9ZZ2AfVNhNXRK//NAxFgTMc69lnjKrhBP1wtMpyM8WTJHEjNSlEbUVy75QMrf57N1DItPcnLC2ShMLgQcSdgqSGa5KsreKsBYkFWRI//xW8sTVHi+523/0lE7bGnJtgB9oqRRuiZvIkVdV2DFk0oX16H/80LEZhM5Lpz2eYaKZw4hB21SlqRHyNRbtFvK+R1Yrh8NQhmJ6Kyto1ezs4eESFFU1CCsAKLdQi+34Otv/Vx/58nS5FsKQmqKKKqkoIIAxXjxFUhgKgEekOjqZPfoLTv9i+boqWi1RzL/80DEdRRhqq2/SSgD+mZn0FmqJ45r9IuIEwlEA5CKQ7jMvB+K9/wHQFwHwTA0N1pmY9z5gaEskQkhwf/x7m5mboDnKaBLug6xwIkugaGAwg5BMBwEoaFH//03WbrL5ueJMpsmmXy+5f/zQsR+JevSoZWIaAAkh3l4c5seQRckzdzpOMP//+mt///zhibKRQeGd4iYSwp/5MzozPjYRjliT5XS6+KybdW+3zVSJEWz0KfgZp//3pMc3A5PSIn+Vj/++5mp5nBoQhRxzZxks4wxhP/zQMRCIzNO4x3MQAPDRYsTqpkMNcyUk/eS4Y+sxBwjgsEqxJBLiAMkPBYRBDw7FjjECAwwBcBAWmBZDB+z043YwyBSh92ckDjMiyz6nXKdx5PywyZP4GkLhJm83H8AAhHJQ4ExKAOe//NCxBAU6XbPGgMGEEL6YdKe5z24GRoWNapn78n/5FM0Z3Rl//6cMy66GlU6vNqTRwmeMmUFp0F0EtjKqUElDQ1gsDSq5UyhIVRb12f+5TtaNsnaIk4AN/lqL8Xo8gJUmoEyJUT4N8hA//NAxBgUiTaycnjErLAJoSxNOPrG3qe80SmCURznaDVw6q7Xf/3nChhRQYU2JQOTfE4LgrX4b4o1R6HOrb5vK/Sz9brrf/bVEbMlkTacjlEwVdo3znVWrSaAOL0pmvfAzkCO7n+iBwP/80LEIBMYxtZeAwYWFxEnyMGDr2/m3zb6Kxoa3SKhSSLLO0grsFSJEACwYZ/5W3QtYTs1Ws0akO0qqRYP/hZMTomAt3FoOU0SaD1BgnAeoaZRFseHWtticeMaFqtyo5l/Wl4yoB/9lrb/80DELxRhWphEM8p492KzP/9pVDhx7lZlTd2iwDIVBUKN3f99TH93r6qIC+v+6WoRslSNxJiAAJA8XuLyoM1Btx2+y1EPxKNzgM4ljehBeRYGxGlvE4BoECQgv6fUaNT9HlKx7x7mgP/zQsQ4E1jC2l4DHhLnyDOtCxOwHjgnuDCCTRB//pqdZoKVKo5LcgA/+iRRL6PQH4452SlV51DLbXNEWqZot0t8XXW/vCkk+4vq9mJWjf/36qsHfe0xSqcIRnn6v///G+ylvo99ixpVEP/zQMRGEsJC0XZ4jTYmfvqELNUBmgIsUeuMkbrehzgUcagEw38PRffWTZVM28CauqYPYbcbFyizvuAZj+bC7VXIcD4Iv/99CPkDNTtnNoIH+3id5c1OZ6RlYu6Bf/////eIVaQZVlZ0//NCxFYUEXLFlniLQlH/rogJFa1dQ1llu40VNqIighDLQpQx9xLe6kivJnFJS0ZNbdT9W1Df6PzUvOhgoxDIKhIOqGM4kGhoKQJvS9OZWizU7/////rLKmEQlF98AA/urwKZWXYxZwMb//NAxGETyVK9lsJEepw4DI0/DcmvrwoV86Pnk6bFwdxeBZGh8nqEkIVkyldy8rTNurvRVvqpVmD1LrrWjvNp/8xd3QTFY/1UL4TvhW8bgHsqPaNoIQGhZtxPPSChBlWIvq/EMiyURqj/80LEbBR5erW3T2gD12nWnIgPEmmxkLhcJxFE9Ny6OxFI4LYdxCNll0lDE+bj0Nx6EkHNLp5WXI5B6GgUYHEWRLHNJRORUPNR4vm7og4BfLUTMcRiYm1T6SjNI0NGfjkRHOmmmm5p////80DEdiV7ypj1mGgA/7S4SBQL7uaIMyv////9aKE/Zd0jNROWXP//////zqQYK5ALwD/7WYPRWZhwxJ/Kt1YVcWrcy4uW9ym//PJS+Rncn0KDTYAuesDInti8us96EJV6sTIchD1Tlf/zQsQ7FBnisZXYUAA5jSQWh5y+hzeysnpyI2yD4wRIlv11nBZRwAc7KclCes4jqFAeLlJsdc32NdmbQr97wcV4+vPptQ5rNGMv7b5rjASAwf1gHf6hgPT1FgdNlEnzlbby6iJVOYCjmv/zQMRGFanuqYbDCtLf//+/coqICAmdhJdX/qvZWion4JZ74dQcRo8G6UkXKxk6Jq+iizLNXpJJfqfqSaoyf/dCMxEQAbAvL9YEDIC/Meb/nzI31yABcAJtjdofPDV7chiGKCK80wL6//NCxEois27Jlmhfcq3lW5DGJwc046nL4rTrbbMmWNV4b2IXNiUo9aPRYhaDcGSjxOFsUJC0wiS4L6rgVjwy/oWu0PV6vfHIXA6IkCJqYg7wJlQENsJfu////X+rv//3eZ3SZwwMpGbU//NAxBsak2KwwhJNoXVli9sXCaAbIjLJUiwGkgxBvb7rY2va4967wTOUm/mDEP31CDDFHnezyc7naCDtae3DsghESfs7icRdRD8mYiTpy7Jn5GrYxB+eTdvlH2PqLcwBCPbo2h//////80LECxXjZslUEk3g/7///////9LdqiZ1a+51RlyLaqsDSIhpJltcjNsB5CIwuK0oy9stP884xVmIRCL59jPv3tLfLjK8Zv3DNz614YqrTXAzZK7F6ehDEIofXaYhm/sInD9ClYSauCf/80DEDxIY0up6AkYCXdQECEX/ZTk//tm3Y5OYwVAuAntqUjIjDSSqlMlBVw7w70/QuwC9jRcOZDdqUh6E2sOy9VBFQ4kltRrrv/9hUeIgUtjqUCo5voBbGRvci9soiyqvGJyKVwTt///zQsQhEnr23lgoxF7//uRTq///X//9P/p/2aZrrXsNeQW5DvQOEaRtbU5mu0G0OLY0Am9aVBb9neHf+sdXHrESgrA5h+YRMZkdkGxFCFNOZGoiKVB2YpWfmsu6ey/zZlRf/pOyfS2v/P/zQMQzE2Ke2ngoBcLV8xuUqttuyHGOMCgMhJd+JUTMVZNLZYtQudpyy7bfbVtJMrJydTpVE2GydRRG3SPBa12kRAMeTTzcyuRWaETe7ppQ4G8fLhY6F/wN0UVi9PIP66T3/4dDxtow//NCxEASKRbKXAmGMsdbCIBBr+m87Q43HAJJJOA//MAA0BgNAwAGgNOJWTT/yN//8hJMhGDjuAMc7/PvOR8O5NHhN2q1GcjqYdDvAs6Uz73w/ZWRbf9jTTnhOH3HYsp8XJvfNBJJJIJJ//NAxFMTej7qXDCM3iP8yySssWyRCvGK3KLbcEcIOOgOzrqZPr///PpuaPVmEofiKcVIZBvF+RaxwKUMeLBoSIR6ACCamehRYmoM+1LPpb5vtbHXKqtVa46ktdga6wmpWOg9lIhkCen/80LEYBOJuvpYA9ATGNVCwAFEfkncQU2bYVkdQ7D/WLB9UeSX9Bd2vZwIKtnIFtuyEnnvLGAKK2gIvm9TtxpvDgs+C1ejFWwKduUC1LSHeVIFDYegOGcAxlsyVAdIRgy2KpbxWF8XWrj/80DEbROhnspQawtEf19Y64DxrfwX5wvmq4FpZ88P8aegd6t1EhuJvl/t6/T5bb6nU5L///3+K6d1T69CAYCQ8lIefJBwLKCXOV0U6HFxVWRlrLtOKlFBPWqcQQKXuLNF6zIKfzM26f/zQsR5E2ma1xZTzjyJm1bEQbfW3OGPcZm6h4/b0W6jXIbt1LpXJbP//+nLbs9Q+jTVAqDA9/UYBhOAwB0aGZbGRuVfws+Zl3VYUyTTgNYcJ/J5e6hMBOuYDxfSLB5PnCs1f+tJ+ZrbWf/zQMSHE8mCxuQD2hSWzDO+k7J+XFYthE7Y7////+fDs+aE6pP0tZloUQSUbjtnInLCZ6465K40Vc0MYZUd/Z8QgdUsnnAzX6O/2Ajd6Zc/cyDZ8jviHJSga8IuglYehhiBC4o6HyU5//NCxJITWTrS7gMaFC93////9SnAIhdVCZiebZjaYGE1Axp4s8qRuUOCC5edoOxL9VUoAV2zeMH0jQ4PkMHr5m56LRFTMJHsgGGpmZ/+Xzei8wiaksjW6d/////6xcJBIOmlnSvC0xIP//NAxKATiMrjHlvWNP3KAOEsNV1FFnesLpeViHWUkLpLzJQsfLT31NS5Suxg5XAl6P6X3Zys6mKJsQ2ttbdvu2pUOFFAIeDpEggHSx6z/////reW21lVAEVAA/m7JVoCHp9/EeCQQsn/80LErBMBtuZeAwoaT9y80Lb1Yx3T/U9vXOaEUWIrmte0HcFiEYzM4KRKdoogDPq0uZm1X6iIH0v/PUt3x/XUdUzTzLtcLjdMfIi8KR6QC3V6bb2vs+DxCMIYT+JePdJTuauYCMMzejb/80DEvBOhuqzWeYSqhfUeYJFiZc6BGUQsMBqUwwexHFcnkTNqEZCXXKPL5aTRMy02wStW+6RkTBj1tpLkM71go614Eibf9EhAjXQqTXbT+16vOlrxQmT2jbuc/bpmBSICragkgokywv/zQsTIFHnOjB9ZQAApzjnnK3X////////5Tfa+/KcnJ2Vavpb6lsZ/4hHf64gAY3HIBAg+7rk+FduAgSEq1kFcERVT5cRdwXBwta8/Rff/jt8mpfxq9OuI4dFEYROQU/39rf9vrdAy6f/zQMTSJYLutb+PSAAWsk6at0eUATwsyYrqPS6ST/////mrKCVU5GJKYgqamdNRTRbGYVKAgUQfphp25jIRjMphttmaA1uC3X/sXrObp/f2/O10aSelzqZ6ZFYSXM2Xz////L4rSN2///NCxJcUwUa+V88wAPDpBXf///8ArIuW5VWlEtxICD+56CIuDxjHNs8SfBpVvpDWdpIrJwDPRM89S/Ka6xUv/kyahSWcKSm9Jg6iAaGDjFIjakips4ECR/4bZeI3Gmo/////g2Dota1K//NAxKAUCj7JtgPGFpVmNSWSshIP6pIY8bcANSgzKbCY1yyxiHIsehEogJmhSrKOZYKkqFmNy57r7X1I5SCSlhjGqnT/M+rqgYWAooPO8q7/////vRUP3MaRESoiNDgAFrDbdTKipuH/80LEqhPRRrWmeYamxkRhZw2txnEC5RrVNGKifjX61LZCCNFMJVhP0sNtMc0vc/xFzCTjLlS85ChMdIjWL6mFqzWW5oJRoZEw8z3NtARYOvoAAVuSsG74Af3UMgBLnzU2VEEBH5mmQhb/80DEthNJnrW2eYSmO57AoAjS0L1+mJQk+Clzn9tKZXlGPIFQl3TRS98zmWqq7udDb/7uv5+m0Uwe25KxtmeX/pplGa23a3/8Aeu4BmRq9yH7r2C1liN9SleG6JCxoI3XeB+uDKdDf//zQsTDE+E2fG7WEEwHMtxk+8nxpSOlzyZ5AYzKBamwUMFTJU+Ew6wQCo0k+1JXAhcjLWLZ9dSaKctkl1gGNNYdg34oXeWQQJVjfaLAsjQXDgOUMKzKp9w1vnwDIoxBxyK2lRTzKDMEL//zQMTPEyGujl7CxMRzJ8ze0k6DDQJFBrY2A0gow4BzYgPqONWJhBFBIpSToqHzaHvu6VJQjt/Vaqu/w2nUwggWTx2PUMkEEnVkHklSXsNMNyD1zqj0H3jPrLRGq5UjMjkdunSYSHhG//NCxN0UITbCXnsGps9kolYc+zLONrqpE0O7dUSQqPFFjZSGp4q2TNrqfaQ3OaQQ/WUal6uLgSVVEs0gRmpsLeaJ4QjNVojWlEJwgbr8RXASglLo0WzdlQgzTMAV5r2E7BY7KVRbTMOd//NAxOgW+TJ0fsGGeDTMvZR5H/ZLuaLT/0LORhKgy0kuhbxQzQeUlQ2EWpRfvAGlvo/kFUShPDazrHOjFQjGAIi+EB4HheEgmtCAgZd78Ozs0vS87G9ECK8OZAhFTjmEouiQxvAT5w7/80LE5xbRrmRUekZw72EbL5QGcmhbnHBOXHC3fysWHR6mF2G96bKPsq3Pb2Um1SpJLrcA1RVbXIi1XyIb+45anuhkNQJCY63M+bkRLXgIgZGFmopWIpi4lthH7IP2e/Ul3jm1dMDvmgL/80DE5xWRnlQ0eYasArJwsERDC4OSMXWnIQgkCJZNwoLDi3/9Tj0CHwTfIjzLjEaeAa0EWU/hs54C9ER1R7RkF2oIESU0dwYyKTDUp7V7PGY7CWkjfVmm3agkKLLzN327kebOv8b+nv/zQMTrFVFWVAx7BlTuLyKB6YroECVZVL4GILI1BINOP3VjqlCi2zag2wpS7JosvzrxQ5RPjgDLKg2XG7U6g/uB/2GGHEkcpJdM/2DedDkZ7Um7neXfq035b4rtoDzaNRRe1ZrtpGKb//NCxPAX8a5sXkjY9CponCghAuozPp3+ySvmaqQh3xTpKYMEBVQOOFxez6dqsZT3WY7FYhJCO8hEdkTfRfvsvJQ1uex1IPYxzmi5Q5VWGwU3Ix9m7R73oUZYQkevPExkkAAOcLcxBEET//NAxOwYCZ5k7EjTZElpnRO327MYLSIRlchdGCG2GyjIJ+EavzVyvEIumhcMOdkqyfiQFScuoOHiR2i7XBQTkaNk/XjShxqZsCqkDBShz0ut0N5z7Q+JwIcUKBQuIlywIcVG5yGAiQn/80LE5hw7GoZeSMuEOUbWMaTpIdiiJFtNT6BthdWknRlsbo3XWrErixanGrRitLU0ZQnIA8N6QWp4IJ9SSkEFOICx5phHJZVYiXR/A2A8MOmS7ROcGiXyv19y/0Y2pgXWqPbcyc5mAUz/80DE0RpBtnWkSZK8DMkp+EHkgNfv/kXlooGcLSjxFWblQiKegGO4Op3xtQfsFlzQLX0GIHpovkOjF186EZt//59imy0dP5+Xh16GVQJpAtE842z23DEJt1kz0BpUkpFUW+7Z6wPNSf/zQsTDILsugk5IR+EzXg0ACBRmDk+zxv79NMgDRs5PbIp7kbBydlYUS1AeaZLd/z/sTUcUHDgA4WIfrf6V3B24lZ/KZajEEfteYgZXsTySM3NEqfnajgW6D+88wb9fG6KWzsp2iNmiR//zQMScHaLyhYYwR+GINLyJzA+UtOeXSSdLIEyruq9KDXTZm+kZdMmApImfE2a5IKNJQZVwgDjbqbio3SH2sCRwJFXP7/qKwkHQiWWD7RQHpj7KMpk2zbsw/ce8ih5v5gqzcOIlkQU1//NCxIAaocqFBDJNTByCc7jBqX/xAoQWMhDqUzQMQp1VMggJs+TUrHJi4WsWvFqgqYOcrTPZizXYzO7SuZ1///qZxJBZRLSmM6/6sn//WqKKLRWCsKA6G7NqyFUNxOSR0s7ALWZdKbac//NAxHEYyxaWRjDE+Oz9q1mLQvGR7HRP4CCyWH8vfiOJqIc0dtRLcwcCM9I2MHsKyn+1L0rQ4v5dWMXYX9K5iVGpZ72/+oFVAVwMmUjnWN/qiVxYqIlqFvZlnI74DOaLklpxYAAQiZL/80LEaBWZsqZWAwYezUllI+gNGiiSU/+8bZMJPWmlnloosRAIuDI55UJjAaaydYuDRYOpJHgVQw95VQNP/XFEuQgqixDGbkVrP0tIahaoCeKxIZC2MAW5NVjIxICFOuJLR0uFLNr4+hL/80DEbRRAtoG2CYwIGxKjFn05WSEeTFqthqg9zoYE9skd4x4JFHnZRPubdFb5+LZz/Ka2pD351tTf7MRTrBubuj9VfB3GYTIZy/l0GimnZ9C2nOdCMSi4qdClRGdx3KscWGcMKMUq8v/zQsR3FFjyVBR7BlEnPiUoUDlSz0MlZDgkLqHl4emBkKR4uMMFgy1BYxY2v1Ceu1qPxR3+Y/71MUxukoGt0GgiGY1AAA/PB2+DpZ2smut4eGYEUtNDLWwHg0MOqhzx2DjAZGFk4h/Hsv/zQMSBE+EOTAtPGACo4wDJA26GcMpUTuRw4Fk8GXhHoID/GME4CfCfLgFxAokAwoOG38zLxBB2OXCIC1izg6MSiKEHJF7/yBm5fUaDgMSu5oLGLwQQHWF9x2kml//pvupqkEJoRQ+f//NCxIwlwlqSX5iYACcKpJnhRB+IQipbjIIAdto+P21FNj5TRRzHgpaRYpFu3PCeQ2Lur5Jj42rKXRe1JBuqdN17aQAex1oKsCSZ44uUzT4RcpLnmRuXnzUiIj2ojRPp1Oe9j6Reo1zz//NAxFElW2K5d89YAZS7ySIRIIMlHWm5lZyD5uyZaqlNuYarwnRobvSaYlK6Zk4dZx6Monqi+v///////////4vr6l/e974fDD65quw0cUnhamSEY39pd9og/fN1ExQiaPSwstTTGiP/80LEFhnaKvb2wcUmmR9p8BrWsZYceJkcE4RJO9H+c39VmMYw+zgxu/uwbZB6KjM0LH+JPwbZpn3BC/HbqTxL5jE0MKG3MH8Q+UKKaZxB5jGqqR3CUN/////ViNrTNdwK+WqGPrFbA1z/80DEChWzXsWOeYR7XJREpXJSnDJFGQCEpcWoUvuigE+VKAM4/Hb3wGSf0oVqsBAT0Qxq1L5fM/lK2pfM/T5W4YCeYxjaqVuY3/Vua+hv/////////mcvFFUjCwzAO4DH93osBLTJFv/zQsQOF4oinjbCRrRbp0qALvlcScFyET4f7dFUSPZSRwh+nrtuWyr383avpMWmHiFDtZ/nf1uZxLGBneaJ7Zln5tzSZP+W7cdJh1g6BVYWJsPuGOvZ////9TeVCSoEggBQBD/wn3FG/P/zQMQLFWIClY7JUv5frC5h4jKghUFvhMIft7nrKDaSKTncHSYuICxOPbRr3lEcaMAV1mTs5lo687nyl4hu2uUjr/X5fCa0Oh9VpFqbAdhalz/////7lIoo1YABreUFkqgFrbkuS1OH//NCxBATieqI5soK7Gkuy1+vfERLjS/C1BKcEppsZxgI1VQHhzSkjx26Pdts7QwZFw8Q6RQrNN5vQHHtRTsWLCnV///6t1EHlKEk1QjnHFbUtA/m68PgozXG8nM0QX7XO0+TsLeKkmop//NAxB0UMeKtt1hQAghy38h6pIm7ApY2gzIZhg9Fs/V7qhi5oiQsakKr19Pp9s00s/////zUIw+Hf/7O/7H/1Fmvr6J/+4ACSkmM2FD+pGRMwABaMGjEY4XDU+wVpjEkmU0xJSUKg9D/80LEJx16QphVmWgA8ScPQehJjYdclbpKNEpq6UyTLhWXyEVJEiqVl8lslAsxK0E9UvGLrZUmkoXR7mRKEoYj1GESP/12/KBLoMmbqQH+1/+hdf/KQwAyC+gaUG6AACUa3bWlQKBSAAD/80DEDRb5zupfiVgADnOc5Y+UPlnnBzTEzMR/nC8rjUq6t6nqV8wSGGE2sUW9hoZp2cJcKZkIfFsc9hxg5/+G//Wan2Pg5BwpfVR/ffUc1OTiWTUBY4+VFmP6UYl3hWiIe628AD/GKv/zQsQMFDlHLx/PQAIno1nK2IRIghb118NxBJN96foZJt63FgsEE9EgrCBWgoFQAQROmCV31JBtX+Ue9cWr/ylfyZ1AxtqafKgOJn/EhMeMoATRkCdIEslSGsKw0VmAmxpqclwVBpycLf/zQMQXE9FK0iRqRuyPQzbBWX/tCQMZ6WIQwxCwqGAuT71mouZ+sL9q5bGMBuwYSFQfhJ4lMnEg2wCmafsEWbd/////++oYOFJGBBuiJPmP/iEZwcbT8UkfHBE/JD0IJjkOTH/g8USo//NCxCIT+S7SJgPQFLKAsfVXZQ9746ev5q/5ccWHyQMghLAMShoCDAaEcRP/FZG5TzKX/////1B1rB0IJd0CDgFH42QRnP65YvDcerlysTAwWDiBgHkf3BXEaoLiJV3IOgARPUaw19eo//NAxC4T+abKNgMQFNtai5W/7kY7/taf+unxF1ytOa+LmemkxGhp/////9RGm14iNTLyyDxKFLhLGwLHFnHeKm90aMJNrvzhMx6if9gI6tyktNCt/v35HwwrSTpf6qUbPXfKn1f+/er/80LEORPZ5sV2AgYeoKCxAQUK5Hner/9Q86FEepyCxwsFQ1UOQAibQMM2cgohF4YA2rcLMEK1CMDjpmlmSQYGRhIoQUJBDCRYka9NH4TuiprS0e0EW4VoGJzny+825TDYVofmQMZUNKP/80DERRPZqqT+CYYUGNkH/////wGQqQoPvxhXYfIvQSZ5/78IGfdf8jPe5pksDj9IR4Mw/63vc9lEMubYwhJPWtoiMts7RmXd3l+02jGPJry9h2rD0ygAhZhO79t+72esECIMIE7to//zQsRQGBr6uAoITLnGXmbjQ569IyH/tvx+eCsDdQgA1R+H//////5f/3hcRaMmYQogoKcLto/ztcMYmmRykZiVZaupuTqZQrXFxtH8ewMYSpFS2T18MqzJRMf9EKuS81fe7VWlJbrJk//zQMRLFOL2zUwIzcWnX3xWNXV6CaUImHj/+2SRpwQQHQM5i69YdYGCo7q6hBIiHruNwKjCmQzJik6WK2gfcmltqeHAaI3wdQgGFJYZZLKKFgVhJqSTav0VPyu7T0y1v/2O12oW23ay//NCxFITaN8C/gDSHllsblD6QkLi2g+kC9+LIGsIfkMlwiSiHJKwlV3EkbkFSjNSRXadFm1wk0BAsqJfEVZ5YCY47+iInzMFc6yziJraIaRzuE73teLUPgeIdv65LRRaBJYgIC42ofMT//NAxGATsOLyXgGGFhJJtFYQihs0kAnEHIRdmQNbAIGECpeJgLyLajBdBr+rjgMMhMD2Dpqfwgg4YALdF9iN027//T//9V1XkqoDloPoU1GpQPmVGQUIIeOJWEJCB04QAzFt3QaHwB//80LEbBNwrvb+BsYeSfAa635sZ24AZXAtNn4cv64leQcBWMYw+566neJ3rHnoe5a2jEFQfdR/ycYo8324z/31iopddtksuAHz4+jyOicg4BNbMD7y2RTJS3IKBkXfvuvUJreIQwnGETn/80DEehQY1rreBsYcGvl7552w4RLzxEGB4k7BQEHVAeFnzDP/Z10Z1jg6MgoMNPMf5lc50WIMhKvGh//0Ee492awhKjSk8hADyxaTBeM/4PQvMX5pApUcztMyJKYCWxG11ZbmTX/1N//zQsSEFGnq6l5YTyqGAaPgBnL7kySP7O1e7b//vPtzqrS0iJuFahiSk2rSW4Hxnyk4YSCRLgVrYfC6EyfRdUslr2sVIz0WouV9xn8UJ0ILmU4xs5W26sjf9WQyf9/+GbgxK8M3/9V8z//zQMSOEqn2vZJ4jRPUT/r3/Vqf1Kf1VCALtIMAf3DqaAYtflxoNRwOYlEhpkV1YNwC05IKj52rZ2JLlZ6qhV17b/61ROpBVh8K6zMlL+2f/9y+GX5MkPe0l6QNaW3OHN/JLF2xLamE//NCxJ4TegLOXnpEtpTbRy7AfWYgZwbsCOVQP5SObrCgOV+XIhG0T0UN9PQOjUvrpIJiJHReySMRv8Mmtn//8bn/8zIq/PFR384HTa93redIkNzy2Oefe3cRa7qUAKksMUAH9wqko8ae//NAxKwTaZ6M/NMGdWG7BHGoSKtKV+AIRoOKZ3PRx0DZvGAkPyxRMlU6cnukLKurzdBtDMlY50iIp+fwiNSSeLCq8H2Ki8CFHKd/RUrk6RVwj/1m5sisVqcDXVBENw0gBLtv3E3sed3/80LEuRR5lrW+eYaSufym0i3Hn6kMM4ilfucNz9PlSYcjc//////fhMDuocOJvhMXeHGO+v/6NW6ArNB4Y67/////bid4ngL/LIP7+iA2GErnApOG6SjsBYCVzjQqaAUXuwtP6ZhRm1T/80DEwxOBnph+wYaOzGlbWkwmjdA+CRHkE0KECELEshc62bHhBIsfyz01uBE/9N//O9fDPj1hqO1IiTtnEqJMeFm5grdLVRjliRbE5R0S0Q6PSa0PGaSRPhQiPSHQ4ZyHCI/QXN/////zQsTQFLH+nCzBUTT////8nehJD8jaDRch2CDp6gQwGkAAqA//0m80C3uGRQRLsNW0iy1bIKSnHi0jx23RAbYz60bL97zKwEW1TEIpuq9IceMGxzYgXsll0xLMsotWLPEZ4E80V0QAkf/zQMTZI1NWoFTDyzUSd+qtOVanMiAI6lLmnYyWpY1ml1jEEWtcmjfqECKGgH48y1Em/KfV7PxJ+IeKeeDlCwbs+qsorv///6dBdKQZGQIG4w/GP3HVbbXX1wDyR3DLBS8olp48/wtM//NCxKYk21qpntNLiowz+o8AiCzYHJOA1ShgRfozh1xvED6Ke+LFWETDjwC5H19dCTKiwWoCYTNtdd135F3TOl3LHvhmaK53MEnmh3OGfGePlnxW3M8z38v7925/pDjDRIcyrdbWS+n///NAxG4d+17CNsvOuv/9fV+b5LuT8s6IduQjEjWPcVF4rKIm+xAGf59oBPXM90vdAILc3SMqDtSevpaSUUuw26NFXy0o7AqNIQIkk2NBlHHQcKIwdBw33zp/jvatIXT+kJ3egT+ZlJf/80LEUR6jRrWOw0syUob2UiNN8Cj2wmTifm9+r8b7fmEBp2Pt19Pf//f/VtL5Qg5LB01IhUEqZREv6JwI1+GyAbz/1/QYiLY6j7YmJw057PiIWWNpfZfKrnQaBGr1yHT+8LWnpqyovZv/80DEMhnjWr4uww7uLMffUq2rLY0fYXNgfzQEDPEh9Rt1LVniVyp2gofRvHPbq16vx1+d/87/////9+rdPfxt5vl6gID1rUIg+6bVBt7tHEPh/MoxXCHFHOXt1fQ+S6/DgicQWIZuxP/zQsQlFDGetkx5iuTnQau6GalUUREW3KyKKloNAwtiRjZRVtW/qUvEjRFu/Oy3///1ukffZW6RqmGVZI2mnKJB8ZwZka8FlDo37roUYaWdhRkHVNX0UcTng9aT4YJafx95By559AxNyP/zQMQwE7ECxl55hOaQ4tyQdIDXvCjSMiBQPU2eYEgSCn1okqDv////7FZaBSYBtwB/bklFrK05SALnQTxXsaS8CDD8phGIVfqwcje8uvK63XBvs4rCwEiLjeGH4GUjMKBQoHQoOIYM//NAxDwToPqQ9sMGjJ1hcN8WSkmfQZu9v/zQz3oFGpoFkbgAGWNZ6RYDeyx9xAVi00wAEEblacIw1CRCJ4YuowbtL14u3PfyUcjqxNM+qKJZmrLO7P2KzFkZ+WzH/7GcZshIzgKJGG//80LESBRqBpBWwkaXvf/vCfMINwNW3QIAoHmH5ezweUkL7Dq5+nCwT2prnHG0O3DSuJP9bfGBQCRL6EaUVACAYFDajF9HsLrLnv/1Tz3dBo3///qfoJbnoCwIJlHRwYP//////STVYxf/80DEUhPRoo10yk6wE5JHIJBrGgkWohSDBEqYiWcveocTeyaK85HP5ubY+Z58UhUOpbAuqOFDKOlDhXOtk88b5UJz48F3c8b9X/Xo2r1QSBqpw3TKt2sPk5gnfP/////spQih/XsIYv/zQsRdFjHizb5rDrbSB2yVwi7EWTp7AA7eW6ddtIyM3NcRyeYTPK+cQkpDiADTcyha6jvha0LsSolWwWRo0jGz2EsheTgrVykzvTduUhhvjV/I7BOCzMNKMiAAU/AH6oE7B48RUpS1Sv/zQMRgE9nGmADAUqzICjbiyydluMhr09Fb5lq3+mcSS/xSzYiSaGR50iVP1+94zqdWMaltGNSnlp+U/1Iy1ZqlSSXhiqMlbVbv9j+upx6TdVaNNNINjRAQp/0QlhkWJMqynWFjx9R5//NCxGsT8eqMf1gYAHj2MUFbtdMuTJ3SY2OFwpjgLjJTypoTbG5dWSRJmSCVdaB80NHNDw/iSBFwN4OIQUFtayX02QdBDjDEUJuJoTRjmSJT//7/feanxJBkFwli6kcWPQTMFr///+23//NAxHcko9qAAZhoAMeZmXy+OAZA9yAw5zxILsb///////m50lymo0ofy54h2octuw4ViAwmJgIdC7bKjrMS6V7h9//9f/y3P///tZ///////X+3t/1Ub8ZMseZZWDcZz+9G7nHZbJL/80LEPyPbTvZ/ykgDoFqxb6gSSVhPUpywpNdxbYa2gNY9RRCRJBVpuCkpvxSeCgHx9MmJlEpRimuKJhFAMgtOCX1oWDaiAGAbLzgiFImpIT1BUoXLnSRdIlWKQKTVHuvZ4dqySrAUiET/80DECxUY5tp8BkYKOweXwHIpFRz4oOYZhNZX9zrAah4czys9/deHDZKwk9889wwhUw+soCqichVNFtH3rAtbF5Q8o+4VYPCgmbvMtvirqyLZV4pqVQpyx27bVkqXNYTg6YrJkcrfFv/zQsQRGCGmwlyDxi6yvfVsapsTO10MZhSTnwo/LshhmjSkYkMf//+3nsBARqTN8OlPBAQo4x8KHROIo8s8UkioKhIOB0FQEZWE3fnSw+ekosnxKdEod6g0LWIBWhdt/v/om23AIlla1P/zQMQMFBFy3l4CRhZMqCRE/ZrwJoZM0vuhPTIPm/QgNhowzoiWIHMvhfPsKfp/8Rz7Kf4QWOZSUn1HJ/E4EP/6YyAz/HBhFwfaQ7G3y8Hz5CoKFv+xBC+WMJ7NEPv+f+2b////s+uT//NCxBYZSxawqjAMlRyJkySSWIHTTfEnHMikXPxbe1PUOYZRVeMLtysLMEsSJ0/Rxj8H0gakjeXBp3HP9e5KzcWrW1eP7QbmzWmbLfpZh3wkWaUvPi2roff3XN7VeHeIiZlvJB+WLAjv//NAxAwT6OcHGMaSbzTFcWPCuwH2MLmMvJHva0X5C4EIFxe4+ixHsxmGGSClUctqlLxcByb3N/1QwvIKAYG30hCxIz8P5eZYImwf3Ty7Ah9Cc1VpiqpoADAGCbebuEyOhQnkvHH1WXH/80LEFxPI7tccDlgYW8ycSLqJxBCYq2K431L+QEAMI98lu6wRRdN059ZsQC+7qwlu1SDUq9ynUSk4ZmYhirhaqn+w001VN5bjIXQB/w71BnwCauexoivP4GCSOTenRVI3dByPs87nU/b/80DEIxNZ9tGuecUKAllCSMpy4NyoFnxs2/TpyG0E6Po3fUvX+f/0J1GcpApXBmd+F4qQn5NFKglC78BuYYJFKV5ULldHsSkrfxyDHvTBefvB1zdAiyQk9AqoxdQHH5BbVtf9eZ1IJv/zQsQwFBnO1jYDyhpZxJ7j8TChZZW0Ny52yMx3EWcY7irtf+3aJb////4igtWQRdBLmwEzoamtaB0TGHgtQWEw4l9FgS+l/zjshGe9TLA1O9T/QELVmL59FM7oZ1KUztlZS8pW9/N6lv/zQMQ7FBG+vZZhhJbbnBzpM1kjz2O/HHolcDM7K9G/cjoVSAAPYAAaOtyqcHsrLlSD/Rj8s0fV0SNp5TVb6izmBOb6hluBEJwnk4dUwTn0ZCAYfuLlH99mYxBgFaw+CgLRbOCz3ekY//NCxEUTKOakXgPYEBIHwy4SuTyy+16BNz/gD+wO19jK5CYXuHeKO3SL70M4f9rQ1rO4B9APBtRqucTpJbiSrHUb58kN+zwpjQMOIEQdmp5vjBQKIMiVLAWDQ461T1LaZ4/6rNEEO0AD//NAxFQT+TrJnnnG7rysSFaB9OxgF5ae/xUac6R2Bl8kUX8l8XUqlFTBBWB7FtFyWTjZVwG+QFxW00HI/avFK/ogR0GOwYbNtD9uHGPwZdcYw6VikNV0U/61VhgVR3YACQ9BMaisAFL/80LEXxQhPowewwcECaZkNDFgXwpidrPcUS/oGfGSUnuU1870jiZRg8FDZRJ48PmMKiVw0XkhdZ6/MzAnAljoqdBp1Cb2PSpTHhXJdgAP82Fj38h8jsZC/QQaDq+D4Hrguj1j5r0RnOv/80DEahIYsrGeC8wWNH0Oq4ZnC6LH+59vLm9j/t+6MD06IM9iGSaRl+61nB0SQcQEEj0LpqSTW9TmRWMqVUYBrloFH/axZL0hiQiotKmAWbzcodb7VR3px8xFABox/gvr+38XPxNutf/zQsR8FBFWuZ54S2JfHMeOJRGN2LO4MU4ivNQwEhHhzoBuDvtMeQKxAb24QlRRxOfUZRRYcZmzevelat615fcciIz9uIUVPrdP3nBu9Tmd4+TmATADDZpES0Y8y+v///////////tz9P/zQMSHI9NWtR5+D08RAnOnAACzhCoCAOgCzbAYf+6i5f/qtiZs9LXDJ3T2rrNZ3u47LLO9Pf3vYCk/N/+vwpt/qZne4W4rQ3q22W4X9x1OOtQuipfC9MhC5IjlXQny6tKGxKQz3GWQ//NCxFIk61atvsPbwUHclN4iNlIugoI0d/7YjCmvF8XrUv7vKIdbxCUGtNyfcttp0jreRUyCvlNSyTKeo012///////////7dkloomioTeJo4iQDKJB/XYQa/wPYm8aQZIRV8QCfJtig//NAxBoaCh7FvnnfFpdVmLnLK69mxbpvqVbU15hyaHtlH1L8avil9Cr6ty+gRcdGjVCjdLksGt5UO82XWteEl87YRGRj4q9If/pOueKvYmlB////9BMv8zFXiqoRuSwwChGOiJx4pwb/80LEDBcrAsG2k86Ol3D8QD0JZ/KpxVLDTKdMLHUzRelldOrDtXGrdXyRVWUox6HPx0tnBtqjUWZxPU1tU780hnFybzSGhz6LzHoNj9TP////////mVz3zTXInTN1iDm2/2A0fj/3gxL/80DECxV56r5WwgTYsftsQ1bHUUEYYRLqrZVn1ctB1Vwxn3PHxMo1RqMtcp/gdfE/y6eCkhPEFKySE5lPbU3Q+oY70Xo/M1CvMBHlO////ZCUDPWZgsoqADh4ZYAWTHwwEEy2hkZcLv/zQsQQF3qitdZYjRw7ZZsg4ntbLHb5r/zSyORmK3OTJXIDC1dW1ASyMRj193q7u516fZn5G+3f6Mr/0JNoSm5Pfz0Cye96IFgCU4cnlHYg2hkEMgGIYlCjpBkSODEZJB0Dluw2DT3vn//zQMQOFtM60fYQBpX/+X/89fMQBk907zTsTfpRCos/ue9es4jBi0U5QAAIyIW8FysAQrlQQMDFmRam4IY3BooLI2LZDCh4o6Giu7hwyNup2joBlmcEMy8lxtUJqYqqAAwku2w/HvYy//NCxA0XYvsjHkBGv4WCGEGm72jdef////5///zbfK/nZXOEfw1c/yLe9pW1Qw4kDS9qmJJQ7J0DdB2KuFFowkjJVURCsR3xZu6yRCMMigbPScUgFnki4RhZzaY9lQhnZnmJexEqxwpr//NAxAsSyULvHAMGDnxs2rZaz5zDmZk4tWK3PFMrE1+NMJNjsp2LH7+fk35FPQcqvtAykmRqvOIvLI11y9SMTHbRfT2JqANf9TJF4laqG+/iIhrESrDALYDqNexhlwni8bcTqcIo7P3/80LEGhPw8uZ8AYQeewgHP0RZouRAogOrsFJDIojYPOiWzHiqVCKh0qdcMe9i+uwVcxShwqFH+/thzUOybvIkh1mmCWeWurlY0VyiLCHlzaRuAMaWYQVZYw4y5syGAS49ZOzrY37+9yT/80DEJhPg2scaA8YYRIhe5y0/dCRL4cWCAYV6TcsbeohYASVzBqZUs4q7Mf2iqzuPZkqv8DaKiktu/saT8FCAEtmaHzTl2uONRLrAlAqFoiFzbNTXb7+E8xbWPqkJmL4K1fW2LaiJhf/zQsQxFAji2lg2GDL4pElUTF4sIa8PTZnAdc2NWGRCCo1wrdcNUlTIva/H1eAFbFX8cotCjbMGhpQIqO8UWnPoaUSIoKh3n+yr5bsAsBgAqkU/SLCBQMrGDnrCQUFgKcAY7JCUxGEj1P/zQMQ8E5DSxbYJhhpbw0llckmV8jXEqw2UcVVV1+VVU1FxVh9Hwigwx6iwFwLaNwYwVyeZThEOqAMVLlkW6w3F1HfVt/DlCx5owPulu/nzz9i9Y/muxQ/8yNVziMtNYWJEYZSj4/2f//NCxEgUcaaMdHoGmBcFA6R6WaR8NDFlGXb+3a7bgUCWDhFEPWBV6UQ2QVoSJoCrWjiUGxodSEjxUNWTZGacoGiQGmrq6YwPtBkCh4QksynfZZ87pFqIoxudF3EUIPWR7Qy56gCY5JJL//NAxFITGIrKXimGLiSygSFA/UKphKidufwoigkxA8qns61Wy8j8jaS/KJrnS9aLZfVsjP+f55FfOrDhtDGIvyYGq7nck8aJiLgMbNr2/XGce61C5GeIhVqaR/ktt1ltoEsBVKUkIaX/80LEYBRhqqJeA8YOk2Zs4zjLledk4SuyIcplepwjZQ+aZkZ/ZEVwBKc2mWV4X+X/MztI+wzDH5tThccxjhtS96RYX1sqvVpu8bqIkQmrvoNeIjcKlg0I4l3sMr2au0ggYtGtwFoDJYX/80DEahOBpqW+CkYW3P3OTDQV3KA5m7llvlM0NvMT9PX9rFKr+LQ6YUDmBVM1UgEy7WYRApHYjbTGHb6GeRuvm7Ju5AnZNHu0xT+Hy4j5tanhNtE2gKqxcXSZW6s/kl5p/e1zX8yM/v/zQsR3FDGaYFRLBhTb2GGtcjM01lE95p7XMSmXGJWq91rMLDooNns24KDUxoT5mlFUiv8ja6gHlTV6GSUmVhJTwqM6KThTzSxpdHXftPs25DVE6m84lPbKZBOUHqzEbT5Ge4Y4Bd4bZ//zQMSCE3naVBR6Rkx76yJnVpunbfvp2x2ER3nZTdUe8RqTFzv///+KG3dOQrEQJEyJqbHtSaoAgIiBoGhy/eIniYe6ieTiWMHiI8RaW/yzyPkWjn1e326f2+v//Iz0jRBlRWsVgoIG//NCxI8T2PJUFGBHBQ0dMLBQwYGEcyZWwyoWFU1C7DKhYVS5QuzUK8XZ/F2f1zMWFf1KZ/+v+LC7P61MQU1FMy4xMDBVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV//NAxJsNqFJUNBJGBFVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVX/80LEvw1wWbAsGEZgVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVU=\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Wrapping up\n",
        "\n",
        "This notebook gave a brief introduction on text to speech models. The text to speech pipeline in txtai is designed to be easy to use and handles the most common text to speech tasks in English.  \n",
        "\n",
        "This work is made possible by the excellent advancements in text to speech modeling. [ESPnet](https://github.com/espnet/espnet) is a great project and should be checked out for more advanced and a wider range of use cases. This pipeline was also made possible by the great work from [espnet_onnx](https://github.com/espnet/espnet_onnx) in building a framework to export models to ONNX.\n",
        "\n",
        "Looking forward to seeing what the community dreams up using this pipeline!\n",
        "\n"
      ],
      "metadata": {
        "id": "VCU8zGGDXQ0Y"
      }
    }
  ]
}
